diff --git a/CMakeLists.txt b/CMakeLists.txt
index c59b6cd37..f739e7998 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -282,7 +282,16 @@ set(PYTHON_GENERATED_MODEL_PATH revng/model/_generated.py)
 #
 enable_testing()
 
-find_package(Python REQUIRED)
+#
+# Find Python using the FindPython module. We request two components: *
+# Interpreter: needed for some variables, such as $Python_SITELIB * Development:
+# needed to compile nanobind module and friends, provides the
+# $Python_INCLUDE_DIRS and $Python_LIBRARIES variables
+#
+find_package(
+  Python
+  COMPONENTS Interpreter Development
+  REQUIRED)
 file(RELATIVE_PATH PYTHON_INSTALL_PATH "${CMAKE_INSTALL_PREFIX}"
      "${Python_SITELIB}")
 
diff --git a/include/revng/ADT/CompilationTime.h b/include/revng/ADT/CompilationTime.h
index 8a2d23d77..0567e3de2 100644
--- a/include/revng/ADT/CompilationTime.h
+++ b/include/revng/ADT/CompilationTime.h
@@ -11,6 +11,8 @@
 
 #include "llvm/ADT/StringRef.h"
 
+#include "revng/ADT/Concepts.h"
+
 namespace compile_time {
 
 namespace detail {
@@ -94,6 +96,15 @@ constexpr std::optional<size_t> select(CallableType &&Callable) {
                         std::forward<CallableType>(Callable));
 }
 
+/// Calls \ref Callable on each element of \ref TupleType. Each time the element
+/// type and index will be provided as template parameters.
+template<SpecializationOf<std::tuple> TupleType, typename CallableType>
+constexpr void forEach(CallableType &&Callable) {
+  repeat<std::tuple_size_v<TupleType>>([&Callable]<size_t I>() {
+    Callable.template operator()<std::tuple_element_t<I, TupleType>, I>();
+  });
+}
+
 namespace detail {
 
 template<size_t N, size_t I = 0>
@@ -134,4 +145,28 @@ split(llvm::StringRef Separator, llvm::StringRef Input) {
     return std::nullopt;
 }
 
+namespace detail {
+
+template<typename>
+struct ArrayTraits {};
+
+template<typename T, size_t N>
+struct ArrayTraits<T[N]> {
+  using value_type = T;
+  static constexpr size_t Size = N;
+};
+
+template<typename T, size_t N>
+struct ArrayTraits<std::array<T, N>> {
+  using value_type = T;
+  static constexpr size_t Size = N;
+};
+
+} // namespace detail
+
+/// Helper struct that reports the value_type and Size of an array at
+/// compile-time
+template<auto &T>
+using ArrayTraits = detail::ArrayTraits<std::remove_reference_t<decltype(T)>>;
+
 } // namespace compile_time
diff --git a/include/revng/PipeboxCommon/Common.h b/include/revng/PipeboxCommon/Common.h
new file mode 100644
index 000000000..342ed0ecd
--- /dev/null
+++ b/include/revng/PipeboxCommon/Common.h
@@ -0,0 +1,50 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <vector>
+
+#include "llvm/ADT/ArrayRef.h"
+#include "llvm/ADT/SmallVector.h"
+#include "llvm/ADT/StringRef.h"
+
+#include "revng/PipeboxCommon/ObjectID.h"
+
+namespace revng::pypeline {
+
+/// Type used for both incoming and outgoing requests
+/// Each index maps to the i-th container passed to the 'run' function
+using Request = std::vector<std::vector<const ObjectID *>>;
+/// Type representing a path in the model, returned in a set when an analysis
+/// runs
+using ModelPath = std::string;
+/// Type used to return the dependencies of objects produced by a pipe
+/// The first index maps to the i-th container of the pipe
+using ObjectDependencies = std::vector<
+  std::vector<std::pair<ObjectID, ModelPath>>>;
+
+/// Description of a single Pipe argument
+struct PipeArgumentDocumentation {
+  /// Pretty-name for the argument, e.g. to show in the CLI
+  llvm::StringRef Name;
+  /// Long description of the container, to be used in help texts
+  llvm::StringRef HelpText;
+};
+
+class Buffer {
+private:
+  llvm::SmallVector<char, 0> Vector;
+
+public:
+  template<typename... T>
+  Buffer(T... Args) : Vector(std::forward<T>(Args)...) {}
+
+  llvm::SmallVector<char, 0> &data() { return Vector; }
+
+  // Read the contents
+  llvm::ArrayRef<char> data() const { return { Vector.data(), Vector.size() }; }
+};
+
+} // namespace revng::pypeline
diff --git a/include/revng/PipeboxCommon/Concepts.h b/include/revng/PipeboxCommon/Concepts.h
new file mode 100644
index 000000000..af3d52a6d
--- /dev/null
+++ b/include/revng/PipeboxCommon/Concepts.h
@@ -0,0 +1,123 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <concepts>
+
+#include "llvm/ADT/StringRef.h"
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/Model.h"
+#include "revng/PipeboxCommon/ObjectID.h"
+
+template<typename T>
+concept HasName = requires {
+  { T::Name } -> std::same_as<const llvm::StringRef &>;
+  requires not T::Name.empty();
+};
+
+//
+// IsContainer
+//
+
+template<typename T>
+concept IsContainer = requires(T &A, const T &AConst) {
+  requires HasName<T>;
+  { T() } -> std::same_as<T>;
+  { T::Kind } -> std::same_as<const Kind &>;
+  { AConst.objects() } -> std::same_as<std::set<ObjectID>>;
+  { AConst.verify() } -> std::same_as<bool>;
+  {
+    A.deserialize(std::declval<const std::map<const ObjectID *,
+                                              llvm::ArrayRef<const char>>>())
+  } -> std::same_as<void>;
+  {
+    AConst.serialize(std::declval<const std::vector<const ObjectID *>>())
+  } -> std::same_as<std::map<ObjectID, revng::pypeline::Buffer>>;
+};
+
+namespace detail {
+
+template<typename T>
+constexpr bool IsContainerReference = false;
+
+template<typename T>
+constexpr bool IsContainerReference<const T &> = IsContainer<T>;
+
+template<typename T>
+constexpr bool IsContainerReference<T &> = IsContainer<T>;
+
+} // namespace detail
+
+//
+// IsAnalysis
+//
+
+namespace detail {
+
+template<typename T>
+struct AnalysisRunTraits {};
+
+template<typename C, typename... Args>
+  requires(IsContainerReference<Args> and ...)
+struct AnalysisRunTraits<llvm::Error (C::*)(Model &,
+                                            const revng::pypeline::Request &,
+                                            llvm::StringRef,
+                                            Args...)> {
+  using ContainerTypes = std::tuple<std::remove_reference_t<Args>...>;
+  static constexpr size_t Size = sizeof...(Args);
+};
+
+} // namespace detail
+
+template<typename T>
+using AnalysisRunTraits = detail::AnalysisRunTraits<decltype(&T::run)>;
+
+template<typename T>
+concept IsAnalysis = requires(T &A) {
+  requires HasName<T>;
+  { T() } -> std::same_as<T>;
+  requires AnalysisRunTraits<T>::Size >= 0;
+};
+
+//
+// IsPipe
+//
+
+namespace detail {
+
+template<typename T>
+struct PipeRunTraits {};
+
+template<typename C, typename... Args>
+  requires(IsContainerReference<Args> and ...)
+struct PipeRunTraits<
+  revng::pypeline::ObjectDependencies (C::*)(const Model &,
+                                             const revng::pypeline::Request &,
+                                             const revng::pypeline::Request &,
+                                             llvm::StringRef,
+                                             Args...)> {
+  using ContainerTypes = std::tuple<std::remove_reference_t<Args>...>;
+  static constexpr size_t Size = sizeof...(Args);
+};
+
+template<typename T>
+using DocTraits = compile_time::ArrayTraits<T::ArgumentsDocumentation>;
+
+} // namespace detail
+
+template<typename T>
+using PipeRunTraits = detail::PipeRunTraits<decltype(&T::run)>;
+
+template<typename T>
+concept IsPipe = requires(T &A, llvm::StringRef StaticConfig) {
+  requires HasName<T>;
+  { T(StaticConfig) } -> std::same_as<T>;
+  { A.StaticConfiguration } -> std::same_as<const std::string &>;
+  requires std::is_array_v<decltype(T::ArgumentsDocumentation)>;
+  requires std::is_same_v<typename detail::DocTraits<T>::value_type,
+                          const revng::pypeline::PipeArgumentDocumentation>;
+  requires PipeRunTraits<T>::Size == detail::DocTraits<T>::Size;
+};
diff --git a/include/revng/PipeboxCommon/Helpers/AnalysisRunner.h b/include/revng/PipeboxCommon/Helpers/AnalysisRunner.h
new file mode 100644
index 000000000..1c7f763c8
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/AnalysisRunner.h
@@ -0,0 +1,57 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <utility>
+
+#include "llvm/Support/Error.h"
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/Concepts.h"
+#include "revng/PipeboxCommon/Model.h"
+
+namespace revng::pypeline::helpers {
+
+/// Helper class that allows running an analysis
+// The main hiccup in doing so is to unpack the arguments which are in some
+// kind of sequence (e.g. std::vector) into arguments for the Analysis::run
+// method. The type of the Analysis, the type of the sequence and how to unpack
+// them are conveyed through the Info type, which cannot be a function pointer
+// due to the unpacking function requiring template parameters.
+template<typename ContainerListUnwrapper>
+struct AnalysisRunner {
+private:
+  template<size_t... I>
+  using integer_sequence = std::integer_sequence<size_t, I...>;
+
+  using ListType = ContainerListUnwrapper::ListType;
+
+public:
+  template<IsAnalysis T, typename... ContainersT>
+  static llvm::Error run(T &Analysis,
+                         llvm::Error (T::*RunMethod)(Model &,
+                                                     const pypeline::Request &,
+                                                     llvm::StringRef,
+                                                     ContainersT...),
+                         Model &TheModel,
+                         const pypeline::Request &Incoming,
+                         llvm::StringRef Configuration,
+                         ListType Containers) {
+    revng_assert(Incoming.size() == sizeof...(ContainersT));
+
+    auto Runner = ([&]<size_t... ContainerIndexes>(const integer_sequence<
+                                                   ContainerIndexes...> &) {
+      return (Analysis.*RunMethod)(TheModel,
+                                   Incoming,
+                                   Configuration,
+                                   ContainerListUnwrapper::template unwrap<
+                                     ContainersT,
+                                     ContainerIndexes>(Containers)...);
+    });
+    return Runner(std::make_integer_sequence<size_t, sizeof...(ContainersT)>());
+  }
+};
+
+} // namespace revng::pypeline::helpers
diff --git a/include/revng/PipeboxCommon/Helpers/PipeRunner.h b/include/revng/PipeboxCommon/Helpers/PipeRunner.h
new file mode 100644
index 000000000..569478c43
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/PipeRunner.h
@@ -0,0 +1,60 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <utility>
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/Concepts.h"
+#include "revng/PipeboxCommon/Model.h"
+
+namespace revng::pypeline::helpers {
+
+/// Helper class that allows running a pipe
+// The main hiccup in doing so is to unpack the arguments which are in some
+// kind of sequence (e.g. std::vector) into arguments for the Pipe::run
+// method. The type of the Pipe, the type of the sequence and how to unpack
+// them are conveyed through the Info type, which cannot be a function pointer
+// due to the unpacking function requiring template parameters.
+template<typename ContainerListUnwrapper>
+struct PipeRunner {
+private:
+  template<size_t... I>
+  using integer_sequence = std::integer_sequence<size_t, I...>;
+  using ObjectDeps = pypeline::ObjectDependencies;
+
+  using ListType = ContainerListUnwrapper::ListType;
+
+public:
+  template<IsPipe T, typename... ContainersT>
+  static ObjectDeps run(T &Pipe,
+                        ObjectDeps (T::*RunMethod)(const Model &,
+                                                   const pypeline::Request &,
+                                                   const pypeline::Request &,
+                                                   llvm::StringRef,
+                                                   ContainersT...),
+                        const Model &TheModel,
+                        const pypeline::Request &Incoming,
+                        const pypeline::Request &Outgoing,
+                        llvm::StringRef Configuration,
+                        ListType Containers) {
+    revng_assert(Incoming.size() == sizeof...(ContainersT));
+    revng_assert(Outgoing.size() == sizeof...(ContainersT));
+
+    auto Runner = ([&]<size_t... ContainerIndexes>(const integer_sequence<
+                                                   ContainerIndexes...> &) {
+      return (Pipe.*RunMethod)(TheModel,
+                               Incoming,
+                               Outgoing,
+                               Configuration,
+                               ContainerListUnwrapper::template unwrap<
+                                 ContainersT,
+                                 ContainerIndexes>(Containers)...);
+    });
+    return Runner(std::make_integer_sequence<size_t, sizeof...(ContainersT)>());
+  }
+};
+
+} // namespace revng::pypeline::helpers
diff --git a/include/revng/PipeboxCommon/Helpers/Python/Casters.h b/include/revng/PipeboxCommon/Helpers/Python/Casters.h
new file mode 100644
index 000000000..80f68d3ca
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/Python/Casters.h
@@ -0,0 +1,123 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "nanobind/nanobind.h"
+
+#include "llvm/ADT/StringRef.h"
+#include "llvm/Support/Error.h"
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/Helpers/Python/Helpers.h"
+
+NAMESPACE_BEGIN(NB_NAMESPACE)
+NAMESPACE_BEGIN(detail)
+
+template<>
+struct type_caster<revng::pypeline::Request> {
+  NB_TYPE_CASTER(revng::pypeline::Request,
+                 const_name("list[revng.pypeline.object.ObjectSet]"))
+
+  bool from_python(handle Source, uint8_t, cleanup_list *) {
+    using namespace revng::pypeline::helpers::python;
+    nanobind::object ObjectSet = importObject("revng.pypeline.object."
+                                              "ObjectSet");
+
+    revng_assert(nanobind::isinstance<nanobind::list>(Source));
+    for (const auto &OuterElement : Source) {
+      revng_assert(nanobind::isinstance(OuterElement, ObjectSet));
+      nanobind::object OuterSet = nanobind::getattr(OuterElement, "objects");
+
+      std::vector<const ObjectID *> Chunk;
+      for (const auto &Element : OuterSet)
+        Chunk.push_back(nanobind::cast<ObjectID *>(Element));
+
+      value.push_back(Chunk);
+    }
+
+    return true;
+  }
+
+  // from_cpp is not implemented since we don't support returning Request
+  // from C++
+};
+
+/// This is a caster class, it allows nanobind to automatically convert python
+/// strings to `llvm::StringRef`s and back
+///
+/// Copied from nanobind's caster implementation for std::string_view
+/// See the header "nanobind/stl/string_view.h"
+template<>
+struct type_caster<llvm::StringRef> {
+  NB_TYPE_CASTER(llvm::StringRef, const_name("str"))
+
+  bool from_python(handle Source, uint8_t, cleanup_list *) {
+    Py_ssize_t Size = 0;
+    const char *String = PyUnicode_AsUTF8AndSize(Source.ptr(), &Size);
+    if (String == NULL) {
+      PyErr_Clear();
+      return false;
+    }
+    value = llvm::StringRef(String, Size);
+    return true;
+  }
+
+  static handle from_cpp(llvm::StringRef Value, rv_policy, cleanup_list *) {
+    return PyUnicode_FromStringAndSize(Value.data(), Value.size());
+  }
+};
+
+namespace detail {
+
+inline void llvmErrorToPythonException(llvm::Error &&Error) {
+  std::string Message = llvm::toString(std::move(Error));
+  // TODO: specialize the exception based on the returned llvm::Error
+  PyErr_SetString(PyExc_RuntimeError, Message.c_str());
+}
+
+} // namespace detail
+
+/// This is a caster class for llvm::Error, it allows converting functions
+/// returning it into a thrown python exception
+template<>
+struct type_caster<llvm::Error> {
+  NB_TYPE_CASTER(llvm::Error, const_name("None"))
+
+  // from_python is intentionally not defined because we do not support passing
+  // `llvm::Error`s as arguments
+
+  static handle from_cpp(llvm::Error &&Error, rv_policy, cleanup_list *) {
+    if (Error) {
+      detail::llvmErrorToPythonException(std::move(Error));
+      return {};
+    }
+    return nanobind::none().release();
+  }
+};
+
+/// This is a caster class for llvm::Expected<T>, it allows converting functions
+/// returning it to either the wrapped T or a thrown python exception
+/// Inspired by "nanobind/stl/detail/optional.h"
+template<typename T>
+struct type_caster<llvm::Expected<T>> {
+  using Caster = make_caster<T>;
+  NB_TYPE_CASTER(llvm::Expected<T>, Caster::Name)
+
+  // from_python is intentionally not defined because we do not support passing
+  // `llvm::Expected`s as arguments
+
+  static handle
+  from_cpp(llvm::Expected<T> &&Error, rv_policy Policy, cleanup_list *Cleanup) {
+    if (not Error) {
+      detail::llvmErrorToPythonException(Error.takeError());
+      return {};
+    }
+
+    return Caster::from_cpp(std::move(Error.get()), Policy, Cleanup);
+  }
+};
+
+NAMESPACE_END(detail)
+NAMESPACE_END(NB_NAMESPACE)
diff --git a/include/revng/PipeboxCommon/Helpers/Python/ContainerIO.h b/include/revng/PipeboxCommon/Helpers/Python/ContainerIO.h
new file mode 100644
index 000000000..1f34f0660
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/Python/ContainerIO.h
@@ -0,0 +1,94 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "nanobind/nanobind.h"
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/Concepts.h"
+#include "revng/PipeboxCommon/Helpers/Python/Helpers.h"
+#include "revng/PipeboxCommon/ObjectID.h"
+
+namespace revng::pypeline::helpers::python {
+
+template<IsContainer T>
+struct ContainerIO {
+  static nanobind::object objects(T &Handle) {
+    nanobind::object ObjectSet = importObject("revng.pypeline.object."
+                                              "ObjectSet");
+    std::set<ObjectID> Objects = Handle.objects();
+
+    nanobind::list Result;
+    for (const auto &Object : Objects)
+      Result.append(nanobind::cast(Object));
+
+    return ObjectSet(nanobind::cast(T::Kind), nanobind::set(Result));
+  }
+
+  static llvm::Error deserialize(T &Handle, nanobind::dict &Data) {
+    // Input map that will be fed to the Container's deserialize method
+    std::map<const ObjectID *, llvm::ArrayRef<const char>> Input;
+    // Temporary PyBuffer-s that are needed to read the contents of Data's
+    // values
+    std::vector<ManagedPyBuffer> Buffers;
+
+    for (const auto &[Key, Value] : Data) {
+      ObjectID *First = nanobind::cast<ObjectID *>(Key);
+
+      // Retrieve the value as a PyBuffer, this allows both bytes,
+      // revng::pypeline::Buffer-s and any other container implementing the
+      // buffer protocol to be used
+      revng_assert(PyObject_CheckBuffer(Value.ptr()) == 1);
+      auto MaybeBuffer = ManagedPyBuffer::make(Value.ptr(), PyBUF_SIMPLE);
+      if (std::holds_alternative<int>(MaybeBuffer)) {
+        // Return a success because the `PyObject_GetBuffer` already set the
+        // correct PyError
+        return llvm::Error::success();
+      }
+      Buffers.push_back(std::move(std::get<ManagedPyBuffer>(MaybeBuffer)));
+      ManagedPyBuffer &Buffer = Buffers.back();
+
+      // Buffer support 2D arrays, we requested PyBUF_SIMPLE which should be
+      // equivalent to void[], but check that is 1D anyways
+      if (Buffer->itemsize != 1 or Buffer->ndim != 1)
+        return revng::createError("Invalid buffer shape");
+
+      // Convert the buffer to ArrayRef
+      const char *DataPtr = static_cast<const char *>(Buffer->buf);
+      Input[First] = llvm::ArrayRef<const char>(DataPtr, Buffer->len);
+    }
+
+    Handle.deserialize(Input);
+    return llvm::Error::success();
+  }
+
+  static nanobind::dict serialize(T &Handle, nanobind::object ObjectSet) {
+    nanobind::object ObjectSetCls = importObject("revng.pypeline.object."
+                                                 "ObjectSet");
+    revng_assert(nanobind::isinstance(ObjectSet, ObjectSetCls));
+    nanobind::object Objects = nanobind::getattr(ObjectSet, "objects");
+
+    // Convert the input Objects set into a vector of ObjectIDs
+    std::vector<const ObjectID *> CppObjects;
+    for (const auto &Object : Objects)
+      CppObjects.push_back(nanobind::cast<ObjectID *>(Object));
+
+    std::map<ObjectID, Buffer> Result = Handle.serialize(CppObjects);
+    // Manually convert the map above to a Python dict
+    nanobind::dict Return;
+    for (auto &Entry : Result) {
+      // Here the key is copied on purpose because it needs to be moved.
+      // We use the special syntax of nanobind::cast to move-construct the
+      // python object, so that the amount of memory copying is minimized
+      ObjectID KeyCopy = Entry.first;
+      nanobind::object Key = nanobind::cast<ObjectID>(std::move(KeyCopy));
+      nanobind::object Value = nanobind::cast<Buffer>(std::move(Entry.second));
+      Return[Key] = Value;
+    }
+    return Return;
+  };
+};
+
+} // namespace revng::pypeline::helpers::python
diff --git a/include/revng/PipeboxCommon/Helpers/Python/Helpers.h b/include/revng/PipeboxCommon/Helpers/Python/Helpers.h
new file mode 100644
index 000000000..2fcf0d728
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/Python/Helpers.h
@@ -0,0 +1,75 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <vector>
+
+#include "nanobind/nanobind.h"
+
+#include "llvm/ADT/StringRef.h"
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/ObjectID.h"
+
+namespace revng::pypeline::helpers::python {
+
+inline nanobind::object importObject(llvm::StringRef String) {
+  auto [ModulePath, ObjectName] = String.rsplit('.');
+  nanobind::module_ Module = nanobind::module_::import_(ModulePath.str()
+                                                          .c_str());
+  return Module.attr(ObjectName.str().c_str());
+}
+
+// Helper class to unpack containers from a nanobind::list.
+// To be used in conjunction with PipeRunner or AnalysisRunner
+class ContainerListUnwrapper {
+public:
+  using ListType = nanobind::list &;
+
+  template<typename C, size_t I>
+  static C unwrap(ListType ContainerList) {
+    using C_ref_removed = std::remove_reference_t<C>;
+    return *nanobind::cast<C_ref_removed *>(ContainerList[I]);
+  }
+};
+
+class ManagedPyBuffer {
+private:
+  Py_buffer Buffer;
+
+  ManagedPyBuffer() { Buffer.obj = NULL; }
+
+public:
+  ~ManagedPyBuffer() {
+    if (Buffer.obj != NULL)
+      PyBuffer_Release(&Buffer);
+  }
+
+  ManagedPyBuffer(const ManagedPyBuffer &) = delete;
+  ManagedPyBuffer &operator=(const ManagedPyBuffer &) = delete;
+
+  ManagedPyBuffer(ManagedPyBuffer &&Other) { *this = std::move(Other); }
+  ManagedPyBuffer &operator=(ManagedPyBuffer &&Other) {
+    if (this == &Other)
+      return *this;
+
+    Buffer = std::move(Other.Buffer);
+    Other.Buffer.obj = NULL;
+    return *this;
+  }
+
+  static std::variant<int, ManagedPyBuffer> make(PyObject *Obj, int Flags) {
+    ManagedPyBuffer Result;
+    int RC = PyObject_GetBuffer(Obj, &Result.Buffer, Flags);
+    if (RC != 0)
+      return RC;
+    return Result;
+  }
+
+  const Py_buffer &operator*() { return Buffer; }
+  const Py_buffer *operator->() { return &Buffer; }
+};
+
+} // namespace revng::pypeline::helpers::python
diff --git a/include/revng/PipeboxCommon/Helpers/Python/Registry.h b/include/revng/PipeboxCommon/Helpers/Python/Registry.h
new file mode 100644
index 000000000..6d507c9dd
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/Python/Registry.h
@@ -0,0 +1,47 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <vector>
+
+#include "nanobind/nanobind.h"
+
+namespace revng::pypeline::helpers::python {
+
+struct BaseClasses {
+  nanobind::object BaseContainer;
+  nanobind::object BaseAnalysis;
+  nanobind::object BasePipe;
+};
+
+/// Registry class that allows registering functions that will modify the
+/// provided Python module by adding Container, Analysis and Pipes subclasses.
+class RegistryImpl {
+private:
+  using PythonModuleInitializer = void (*)(nanobind::module_ &, BaseClasses &);
+  std::vector<PythonModuleInitializer> ModuleInitializers;
+
+public:
+  RegistryImpl() = default;
+  ~RegistryImpl() = default;
+  RegistryImpl(const RegistryImpl &) = delete;
+  RegistryImpl &operator=(const RegistryImpl &) = delete;
+  RegistryImpl(RegistryImpl &&) = delete;
+  RegistryImpl &operator=(RegistryImpl &&) = delete;
+
+public:
+  void registerModuleInitializer(PythonModuleInitializer PMI) {
+    ModuleInitializers.push_back(PMI);
+  }
+
+  void callAll(nanobind::module_ &M, BaseClasses &BC) {
+    for (auto &Element : ModuleInitializers)
+      Element(M, BC);
+  }
+};
+
+inline RegistryImpl Registry;
+
+} // namespace revng::pypeline::helpers::python
diff --git a/include/revng/PipeboxCommon/Helpers/Python/RunAnalysis.h b/include/revng/PipeboxCommon/Helpers/Python/RunAnalysis.h
new file mode 100644
index 000000000..502dcfef5
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/Python/RunAnalysis.h
@@ -0,0 +1,32 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "nanobind/nanobind.h"
+
+#include "revng/PipeboxCommon/Helpers/AnalysisRunner.h"
+#include "revng/PipeboxCommon/Helpers/Python/Helpers.h"
+#include "revng/PipeboxCommon/Model.h"
+
+namespace revng::pypeline::helpers::python {
+
+template<typename T>
+inline llvm::Error runAnalysis(T &Handle,
+                               nanobind::handle_t<Model> TheModel,
+                               nanobind::list Containers,
+                               Request Incoming,
+                               llvm::StringRef Configuration) {
+  using namespace revng::pypeline::helpers::python;
+  Model *CppModel = nanobind::cast<Model *>(TheModel);
+
+  return AnalysisRunner<ContainerListUnwrapper>::run(Handle,
+                                                     &T::run,
+                                                     *CppModel,
+                                                     Incoming,
+                                                     Configuration,
+                                                     Containers);
+}
+
+} // namespace revng::pypeline::helpers::python
diff --git a/include/revng/PipeboxCommon/Helpers/Python/RunPipe.h b/include/revng/PipeboxCommon/Helpers/Python/RunPipe.h
new file mode 100644
index 000000000..94f619b53
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/Python/RunPipe.h
@@ -0,0 +1,38 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "nanobind/nanobind.h"
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/Helpers/PipeRunner.h"
+#include "revng/PipeboxCommon/Helpers/Python/Helpers.h"
+#include "revng/PipeboxCommon/Model.h"
+
+namespace revng::pypeline::helpers::python {
+
+template<typename T>
+inline ObjectDependencies runPipe(T &Handle,
+                                  nanobind::object TheModel,
+                                  nanobind::list Containers,
+                                  Request Incoming,
+                                  Request Outgoing,
+                                  llvm::StringRef Configuration) {
+  nanobind::object ReadOnlyModel = importObject("revng.pypeline.model."
+                                                "ReadOnlyModel");
+  revng_assert(nanobind::isinstance(TheModel, ReadOnlyModel));
+  nanobind::object ActualModel = nanobind::getattr(TheModel, "downcast")();
+  const Model *CppModel = nanobind::cast<Model *>(ActualModel);
+
+  return PipeRunner<ContainerListUnwrapper>::run(Handle,
+                                                 &T::run,
+                                                 *CppModel,
+                                                 Incoming,
+                                                 Outgoing,
+                                                 Configuration,
+                                                 Containers);
+}
+
+} // namespace revng::pypeline::helpers::python
diff --git a/include/revng/PipeboxCommon/Helpers/Python/SignatureHelper.h b/include/revng/PipeboxCommon/Helpers/Python/SignatureHelper.h
new file mode 100644
index 000000000..cd8c1f019
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/Python/SignatureHelper.h
@@ -0,0 +1,108 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <optional>
+
+#include "nanobind/nanobind.h"
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/Concepts.h"
+#include "revng/PipeboxCommon/Helpers/Python/Helpers.h"
+
+namespace revng::pypeline::helpers::python {
+
+template<typename T>
+  requires IsPipe<T> or IsAnalysis<T>
+class SignatureHelper {
+public:
+  /// Function that gets the signature of a given Pipe or Analysis type. Since
+  /// the signature might be requested many times, the result is cached in the
+  /// `_signature` attribute inside the class.
+  static nanobind::object getSignature() {
+    // Get the PyObject of the specified class T.
+    // We need to `borrow` it since we want to increase the refcount for the
+    // duration of this function.
+    nanobind::object Class = nanobind::borrow(nanobind::type<T>());
+    // Check that it's actually not NULL (e.g. not registered through nanobind)
+    revng_assert(Class.is_valid());
+    // Check if we previously computed the signature, if so return that
+    nanobind::object Signature = nanobind::getattr(Class,
+                                                   "_signature",
+                                                   nanobind::none());
+
+    if (not Signature.is_none())
+      return Signature;
+
+    // If here we've yet to compute the signature, do that and save it as an
+    // attribute inside the class
+    if constexpr (IsAnalysis<T>)
+      Signature = parseAnalysisSignature();
+    else
+      Signature = parsePipeSignature();
+    nanobind::setattr(Class, "_signature", Signature);
+    return Signature;
+  }
+
+private:
+  /// Given a pipe type T, compute its signature
+  static nanobind::object parsePipeSignature() {
+    nanobind::object TaskArgument = importObject("revng.pypeline.task.task."
+                                                 "TaskArgument");
+    nanobind::object TaskArgumentAccess = importObject("revng.pypeline.task."
+                                                       "task."
+                                                       "TaskArgumentAccess");
+    // Result list, this will be appended with a TaskArgument object for each
+    // argument of the pipe
+    nanobind::list Result;
+
+    using CT = PipeRunTraits<T>::ContainerTypes;
+    compile_time::forEach<CT>([&Result,
+                               &TaskArgument,
+                               &TaskArgumentAccess]<typename A, size_t I>() {
+      const PipeArgumentDocumentation &Argument = T::ArgumentsDocumentation[I];
+      // Create a Kwargs dictionary, this will be passed to the constructor of
+      // TaskArgument
+      nanobind::dict Kwargs;
+
+      Kwargs["name"] = nanobind::str(Argument.Name.data(),
+                                     Argument.Name.size());
+      Kwargs["help_text"] = nanobind::str(Argument.HelpText.data(),
+                                          Argument.HelpText.size());
+      // nanobind::type<T> returns a reference, so we need to borrow it and
+      // increase the reference count
+      Kwargs["container_type"] = nanobind::borrow(nanobind::type<A>());
+      // If the argument is const then the access is READ, otherwise READ_WRITE
+      if constexpr (std::is_const_v<A>)
+        Kwargs["access"] = nanobind::getattr(TaskArgumentAccess, "READ");
+      else
+        Kwargs["access"] = nanobind::getattr(TaskArgumentAccess, "READ_WRITE");
+
+      // kwargs_proxy is a special nanobind class that allows passing a
+      // nanobind::dict as kwargs, this is equivalent to doing
+      // `TaskArgument(**Kwargs)`.
+      Result.append(TaskArgument(nanobind::detail::kwargs_proxy(Kwargs)));
+    });
+
+    // This version of the nanobind::tuple constructor automatically converts
+    // the nanobind::list to a tuple.
+    return nanobind::tuple(Result);
+  }
+
+  /// Given an analysis type T, compute its signature
+  static nanobind::object parseAnalysisSignature() {
+    nanobind::list Result;
+
+    using CT = AnalysisRunTraits<T>::ContainerTypes;
+    compile_time::forEach<CT>([&Result]<typename A, size_t I>() {
+      // For each tuple element, add the python type to the Result list
+      Result.append(nanobind::borrow(nanobind::type<A>()));
+    });
+
+    return nanobind::tuple(Result);
+  }
+};
+
+} // namespace revng::pypeline::helpers::python
diff --git a/include/revng/PipeboxCommon/Helpers/Registrars.h b/include/revng/PipeboxCommon/Helpers/Registrars.h
new file mode 100644
index 000000000..973d85609
--- /dev/null
+++ b/include/revng/PipeboxCommon/Helpers/Registrars.h
@@ -0,0 +1,96 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "nanobind/nanobind.h"
+#include "nanobind/stl/optional.h"
+#include "nanobind/stl/pair.h"
+#include "nanobind/stl/set.h"
+#include "nanobind/stl/string.h"
+#include "nanobind/stl/vector.h"
+
+#include "revng/PipeboxCommon/Concepts.h"
+#include "revng/PipeboxCommon/Helpers/Python/Casters.h"
+#include "revng/PipeboxCommon/Helpers/Python/ContainerIO.h"
+#include "revng/PipeboxCommon/Helpers/Python/Registry.h"
+#include "revng/PipeboxCommon/Helpers/Python/RunAnalysis.h"
+#include "revng/PipeboxCommon/Helpers/Python/RunPipe.h"
+#include "revng/PipeboxCommon/Helpers/Python/SignatureHelper.h"
+
+template<IsAnalysis T>
+struct RegisterAnalysis {
+  RegisterAnalysis() {
+    using namespace nanobind::literals;
+    using namespace revng::pypeline::helpers;
+
+    // Python
+    python::Registry.registerModuleInitializer([](nanobind::module_ &M,
+                                                  python::BaseClasses &BC) {
+      nanobind::class_<T>(M, T::Name.data(), BC.BaseAnalysis)
+        .def_ro_static("name", &T::Name)
+        .def(nanobind::init<>())
+        .def_static("signature",
+                    &python::SignatureHelper<T>::getSignature,
+                    nanobind::sig("def signature() -> "
+                                  "tuple[type[revng.pypeline.container."
+                                  "Container], ...]"))
+        .def("run",
+             &python::runAnalysis<T>,
+             "model"_a,
+             "containers"_a,
+             "incoming"_a,
+             "configuration"_a);
+    });
+  }
+};
+
+template<IsContainer T>
+struct RegisterContainer {
+  RegisterContainer() {
+    using namespace revng::pypeline::helpers;
+
+    // Python
+    python::Registry.registerModuleInitializer([](nanobind::module_ &M,
+                                                  python::BaseClasses &BC) {
+      nanobind::class_<T>(M, T::Name.data(), BC.BaseContainer)
+        .def_ro_static("kind", &T::Kind)
+        .def(nanobind::init<>())
+        .def("objects", &python::ContainerIO<T>::objects)
+        .def("verify", &T::verify)
+        .def("deserialize", &python::ContainerIO<T>::deserialize)
+        .def("serialize", &python::ContainerIO<T>::serialize);
+    });
+  }
+};
+
+template<IsPipe T>
+struct RegisterPipe {
+  RegisterPipe() {
+    using namespace nanobind::literals;
+    using namespace revng::pypeline::helpers;
+
+    // Python
+    python::Registry.registerModuleInitializer([](nanobind::module_ &M,
+                                                  python::BaseClasses &BC) {
+      nanobind::class_<T>(M, T::Name.data(), BC.BasePipe)
+        .def_ro_static("name", &T::Name)
+        .def_static("signature",
+                    &python::SignatureHelper<T>::getSignature,
+                    nanobind::sig("def signature() -> "
+                                  "tuple[revng.pypeline.task.task.TaskArgument,"
+                                  " ...]"))
+        .def(nanobind::init<llvm::StringRef>())
+        .def_prop_ro("static_configuration",
+                     [](T &Handle) { return Handle.StaticConfiguration; })
+        .def("run",
+             &python::runPipe<T>,
+             "model"_a,
+             "containers"_a,
+             "incoming"_a,
+             "outgoing"_a,
+             "configuration"_a);
+    });
+  }
+};
diff --git a/include/revng/PipeboxCommon/Model.h b/include/revng/PipeboxCommon/Model.h
new file mode 100644
index 000000000..674475866
--- /dev/null
+++ b/include/revng/PipeboxCommon/Model.h
@@ -0,0 +1,65 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "revng/Model/Binary.h"
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/Support/MetaAddress.h"
+
+class Model {
+private:
+  TupleTree<model::Binary> TheModel;
+
+public:
+  std::set<revng::pypeline::ModelPath> diff(const Model &Other) const {
+    auto Diff = ::diff(*TheModel.get(), *Other.TheModel.get());
+    std::set<revng::pypeline::ModelPath> Result;
+    for (auto &Entry : Diff.Changes) {
+      auto MaybePath = pathAsString<model::Binary>(Entry.Path);
+      Result.insert(MaybePath.value());
+    }
+    return Result;
+  }
+
+  Model clone() const { return *this; }
+
+  std::set<ObjectID> children(const ObjectID &Obj, Kind Kind) const {
+    if (Obj.kind() == Kinds::Binary and Kind == Kinds::Function) {
+      std::set<ObjectID> Result;
+      for (const model::Function &F : TheModel->Functions())
+        Result.insert(ObjectID(F.Entry()));
+      return Result;
+    }
+
+    if (Obj.kind() == Kinds::Binary and Kind == Kinds::TypeDefinition) {
+      std::set<ObjectID> Result;
+      for (const UpcastablePointer<model::TypeDefinition> &TD :
+           TheModel->TypeDefinitions())
+        Result.insert(ObjectID(TD->key()));
+      return Result;
+    }
+    revng_abort();
+  }
+
+  revng::pypeline::Buffer serialize() const {
+    revng::pypeline::Buffer Out;
+    llvm::raw_svector_ostream OS(Out.data());
+    TheModel.serialize(OS);
+    return Out;
+  }
+
+  llvm::Error deserialize(llvm::StringRef Input) {
+    auto MaybeModel = TupleTree<model::Binary>::fromString(Input);
+    if (not MaybeModel)
+      return MaybeModel.takeError();
+
+    TheModel = std::move(*MaybeModel);
+    return llvm::Error::success();
+  }
+
+public:
+  TupleTree<model::Binary> &get() { return TheModel; }
+  const TupleTree<model::Binary> &get() const { return TheModel; }
+};
diff --git a/include/revng/PipeboxCommon/ObjectID.h b/include/revng/PipeboxCommon/ObjectID.h
new file mode 100644
index 000000000..645154164
--- /dev/null
+++ b/include/revng/PipeboxCommon/ObjectID.h
@@ -0,0 +1,184 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <set>
+
+#include "llvm/ADT/StringRef.h"
+
+#include "revng/Model/TypeDefinition.h"
+#include "revng/Pipeline/Location.h"
+#include "revng/Pipes/Ranks.h"
+#include "revng/Support/MetaAddress.h"
+
+struct Kinds;
+
+class Kind {
+private:
+  enum class ValueType {
+    Binary = 0,
+    Function,
+    TypeDefinition,
+  };
+
+public:
+  ValueType Value;
+
+private:
+  constexpr Kind(ValueType Value) : Value(Value){};
+  friend std::hash<const Kind>;
+  friend Kinds;
+
+public:
+  static std::vector<Kind> kinds() {
+    return { Kind{ ValueType::Binary },
+             Kind{ ValueType::Function },
+             Kind{ ValueType::TypeDefinition } };
+  };
+
+  std::optional<Kind> parent() {
+    if (Value == ValueType::Binary)
+      return std::nullopt;
+    else if (Value == ValueType::Function or Value == ValueType::TypeDefinition)
+      return Kind{ ValueType::Binary };
+    else
+      revng_abort();
+  }
+
+  static Kind deserialize(llvm::StringRef Value) {
+    if (Value == "binary") {
+      return Kind{ ValueType::Binary };
+    } else if (Value == "function") {
+      return Kind{ ValueType::Function };
+    } else if (Value == "type-definition") {
+      return Kind{ ValueType::TypeDefinition };
+    } else {
+      revng_abort();
+    }
+  }
+
+  std::string serlialize() {
+    if (Value == ValueType::Binary) {
+      return "binary";
+    } else if (Value == ValueType::Function) {
+      return "function";
+    } else if (Value == ValueType::TypeDefinition) {
+      return "type-definition";
+    } else {
+      revng_abort();
+    }
+  }
+
+  std::strong_ordering operator<=>(const Kind &) const = default;
+};
+
+template<>
+struct std::hash<const Kind> {
+  uint64_t operator()(const Kind &Kind) const {
+    return std::hash<Kind::ValueType>{}(Kind.Value);
+  }
+};
+
+template<>
+struct std::hash<Kind> : std::hash<const Kind> {};
+
+struct Kinds {
+  static inline constexpr Kind Binary{ Kind::ValueType::Binary };
+  static inline constexpr Kind Function{ Kind::ValueType::Function };
+  static inline constexpr Kind TypeDefinition{
+    Kind::ValueType::TypeDefinition
+  };
+};
+
+class ObjectID {
+private:
+  using TypeDefinitionKey = model::TypeDefinition::Key;
+  std::variant<std::monostate, MetaAddress, TypeDefinitionKey> Key;
+
+public:
+  // Create a root ObjectID
+  ObjectID() = default;
+  // Create a Function ObjectID
+  ObjectID(const MetaAddress &Addr) : Key(Addr) {}
+  // Create a TypeDefinition ObjectID
+  ObjectID(const TypeDefinitionKey &Key) : Key(Key) {}
+
+  Kind kind() const {
+    auto Visitor = []<typename T>(const T &) {
+      if constexpr (std::is_same_v<T, std::monostate>)
+        return Kinds::Binary;
+      else if constexpr (std::is_same_v<T, MetaAddress>)
+        return Kinds::Function;
+      else if constexpr (std::is_same_v<T, TypeDefinitionKey>)
+        return Kinds::TypeDefinition;
+      else
+        revng_abort();
+    };
+    return std::visit(Visitor, Key);
+  }
+
+  std::optional<ObjectID> parent() const {
+    const Kind &TheKind = kind();
+    if (TheKind == Kinds::Binary)
+      return std::nullopt;
+    else if (TheKind == Kinds::Function or TheKind == Kinds::TypeDefinition)
+      return ObjectID();
+    else
+      revng_abort();
+  }
+
+  static ObjectID root() { return ObjectID(); }
+
+  std::string serialize() const {
+    using namespace revng::ranks;
+    using pipeline::locationString;
+    const Kind &TheKind = kind();
+
+    if (TheKind == Kinds::Binary)
+      return locationString(Binary);
+    else if (TheKind == Kinds::Function)
+      return locationString(Function, std::get<MetaAddress>(Key));
+    else if (TheKind == Kinds::TypeDefinition)
+      return locationString(TypeDefinition, std::get<TypeDefinitionKey>(Key));
+    else
+      revng_abort();
+  }
+
+  static llvm::Expected<ObjectID> deserialize(llvm::StringRef Input) {
+    using namespace revng::ranks;
+    using pipeline::locationFromString;
+
+    if (Input == "/binary") {
+      return ObjectID();
+    } else if (Input.starts_with("/function/")) {
+      auto MaybeKey = locationFromString(Function, Input);
+      if (not MaybeKey.has_value())
+        return revng::createError("Failed deserializing ObjectID");
+      MetaAddress Key = std::get<0>(std::get<0>(MaybeKey->tuple()));
+      return ObjectID(Key);
+    } else if (Input.starts_with("/type-definition/")) {
+      auto MaybeKey = locationFromString(TypeDefinition, Input);
+      if (not MaybeKey.has_value())
+        return revng::createError("Failed deserializing ObjectID");
+      TypeDefinitionKey Key = std::get<0>(MaybeKey->tuple());
+      return ObjectID(Key);
+    } else {
+      return revng::createError("Failed deserializing ObjectID");
+    }
+  }
+
+  std::strong_ordering operator<=>(const ObjectID &) const = default;
+  friend std::hash<const ObjectID>;
+};
+
+template<>
+struct std::hash<const ObjectID> {
+  uint64_t operator()(const ObjectID &Obj) const {
+    return std::hash<decltype(Obj.Key)>{}(Obj.Key);
+  }
+};
+
+template<>
+struct std::hash<ObjectID> : std::hash<const ObjectID> {};
diff --git a/lib/PipeboxCommon/Python/_pipebox.cpp b/lib/PipeboxCommon/Python/_pipebox.cpp
new file mode 100644
index 000000000..4e31d13aa
--- /dev/null
+++ b/lib/PipeboxCommon/Python/_pipebox.cpp
@@ -0,0 +1,99 @@
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "nanobind/nanobind.h"
+#include "nanobind/stl/optional.h"
+#include "nanobind/stl/set.h"
+#include "nanobind/stl/string.h"
+#include "nanobind/stl/vector.h"
+
+#include "revng/PipeboxCommon/Helpers/Python/Casters.h"
+#include "revng/PipeboxCommon/Helpers/Python/Helpers.h"
+#include "revng/PipeboxCommon/Helpers/Python/Registry.h"
+#include "revng/PipeboxCommon/Model.h"
+#include "revng/Support/InitRevng.h"
+
+NB_MODULE(_pipebox, m) {
+  {
+    // Do InitRevng, use a capsule to call the destructor when the Python module
+    // is unloaded
+    int Argc = 1;
+    const char *Argv[] = { "" };
+    const char **ArgvPtr = Argv;
+    nanobind::capsule Capsule(new revng::InitRevng(Argc, ArgvPtr, "", {}),
+                              [](void *Ptr) noexcept {
+                                delete static_cast<revng::InitRevng *>(Ptr);
+                              });
+    nanobind::setattr(m, "__init_revng__", Capsule);
+  }
+
+  using namespace revng::pypeline::helpers::python;
+
+  // Register the Buffer class
+  nanobind::class_<revng::pypeline::Buffer>(m, "Buffer")
+    .def(nanobind::init<>())
+    .def("__buffer__", [](revng::pypeline::Buffer &Handle, int Flags) {
+      // PyMemoryView_FromMemory returns a new reference, hence the need to
+      // `steal` it with nanobind.
+      return nanobind::steal(PyMemoryView_FromMemory(Handle.data().data(),
+                                                     Handle.data().size(),
+                                                     Flags));
+    });
+
+  // Register ObjectID
+  nanobind::object ObjectIDBaseClass = importObject("revng.pypeline.object."
+                                                    "ObjectID");
+  nanobind::class_<ObjectID>(m, "ObjectID", ObjectIDBaseClass)
+    .def(nanobind::init<>())
+    .def("kind", &ObjectID::kind)
+    .def("parent", &ObjectID::parent)
+    .def_static("root", &ObjectID::root)
+    .def("serialize", &ObjectID::serialize)
+    .def_static("deserialize", &ObjectID::deserialize)
+    .def("__eq__",
+         [](ObjectID &Handle, nanobind::object Other) {
+           ObjectID *OtherHandle;
+           if (not nanobind::try_cast<ObjectID *>(Other, OtherHandle))
+             return false;
+           return Handle == *OtherHandle;
+         })
+    .def("__hash__",
+         [](ObjectID &Handle) { return std::hash<ObjectID>{}(Handle); });
+
+  // Register Kind
+  nanobind::object KindBaseClass = importObject("revng.pypeline.object.Kind");
+  nanobind::class_<Kind>(m, "Kind", KindBaseClass)
+    .def_static("kinds", &Kind::kinds)
+    .def("parent", &Kind::parent)
+    .def_static("deserialize", &Kind::deserialize)
+    .def("serialize", &Kind::serlialize)
+    .def("__eq__",
+         [](Kind &Handle, nanobind::object Other) {
+           Kind *OtherHandle;
+           if (not nanobind::try_cast<Kind *>(Other, OtherHandle))
+             return false;
+           return Handle == *OtherHandle;
+         })
+    .def("__hash__", [](Kind &Handle) { return std::hash<Kind>{}(Handle); });
+
+  // Register Model
+  nanobind::object ModelBaseClass = importObject("revng.pypeline.model.Model");
+  nanobind::class_<Model>(m, "Model", ModelBaseClass)
+    .def(nanobind::init<>())
+    .def("diff",
+         [](Model &Handle, nanobind::handle_t<Model> Other) {
+           return Handle.diff(*nanobind::cast<Model *>(Other));
+         })
+    .def("clone", &Model::clone)
+    .def("serialize", &Model::serialize)
+    .def("deserialize", &Model::deserialize);
+
+  // Register all Pipes, Analyses and Containers
+  BaseClasses BC{
+    .BaseContainer = importObject("revng.pypeline.container.Container"),
+    .BaseAnalysis = importObject("revng.pypeline.analysis.Analysis"),
+    .BasePipe = importObject("revng.pypeline.task.pipe.Pipe"),
+  };
+  Registry.callAll(m, BC);
+}
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index 7d37c12c0..5703c7c8c 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -154,8 +154,7 @@ python_module(
   MODULE_INIT
   revng/internal/__init__.py
   MODULE_FILES
-  revng/internal/py.typed
-  revng/internal/pipebox.py)
+  revng/internal/py.typed)
 
 #
 # Install revng.model (including autogenerated classes)
@@ -416,6 +415,7 @@ set(REVNG_PYPELINE_MODULE_FILES
     revng/pypeline/utils/registry.py
     revng/pypeline/utils/cabc.py
     revng/pypeline/utils/__init__.py)
+
 python_module(
   TARGET_NAME
   revng-python-pypeline
@@ -426,6 +426,35 @@ python_module(
   MODULE_FILES
   ${REVNG_PYPELINE_MODULE_FILES})
 
+#
+# Nanobind module generation and creation of revng.internal.{,_}cpp_pypeline
+#
+llvm_map_components_to_libnames(LLVM_LIBRARIES Support Core)
+
+set(CPP_MODULE_NAME _pipebox)
+add_library("${CPP_MODULE_NAME}" MODULE
+            "${CMAKE_SOURCE_DIR}/lib/PipeboxCommon/Python/_pipebox.cpp")
+set_target_properties(
+  "${CPP_MODULE_NAME}"
+  PROPERTIES LINKER_LANGUAGE CXX
+             PREFIX ""
+             LIBRARY_OUTPUT_DIRECTORY
+             "${CMAKE_BINARY_DIR}/${PYTHON_INSTALL_PATH}/revng/internal")
+target_link_libraries(
+  "${CPP_MODULE_NAME}" PUBLIC ${Python_LIBRARIES} ${LLVM_LIBRARIES} nanobind
+                              revngSupport revngModel)
+target_include_directories("${CPP_MODULE_NAME}" PUBLIC ${Python_INCLUDE_DIRS})
+
+python_module(
+  TARGET_NAME
+  python-cpp-pipebox
+  WHEEL
+  revng_internal
+  MODULE_FILES
+  "revng/internal/pipebox.py"
+  MODULE_GENERATED_FILES
+  "revng/internal/${CPP_MODULE_NAME}.so")
+
 #
 # Generate actual wheel rules
 #
diff --git a/python/revng/internal/pyproject.toml b/python/revng/internal/pyproject.toml
index 6b0246fa6..5cdb65b3b 100644
--- a/python/revng/internal/pyproject.toml
+++ b/python/revng/internal/pyproject.toml
@@ -42,6 +42,7 @@ build-backend = "setuptools.build_meta"
 [tool.setuptools.package-data]
 revng = [
   "internal/py.typed",
+  "internal/_pipebox.so",
   "internal/daemon/schema.graphql",
   "internal/cli/_commands/generate_migrations/metaschema.yml",
   "internal/cli/_commands/generate_migrations/migration.py.tpl",
diff --git a/python/revng/internal/support/__init__.py b/python/revng/internal/support/__init__.py
index 53d665b03..bfff78869 100644
--- a/python/revng/internal/support/__init__.py
+++ b/python/revng/internal/support/__init__.py
@@ -3,9 +3,11 @@
 #
 
 import os
+import sys
 from collections.abc import Iterable as CIterable
+from ctypes import CDLL
 from pathlib import Path
-from typing import Iterable, TypeVar
+from typing import Any, Iterable, TypeVar
 
 from xdg import xdg_cache_home
 
@@ -25,3 +27,27 @@ def cache_directory() -> Path:
         return Path(os.environ["REVNG_CACHE_DIR"])
     else:
         return xdg_cache_home() / "revng"
+
+
+def import_pipebox(libraries: Iterable[str | Path]) -> tuple[Any, list[Any]]:
+    """Load libraries and return the pipebox module"""
+
+    # Load the provided shared libraries, these contain static initializers
+    # like RegisterPipe<T> which allows registering Pipes, Analyses and
+    # Containers to be later created as python classes when the `_pipeline`
+    # module is imported.
+    #
+    # RTLD_GLOBAL is needed due to nanobind using weak symbols to derive the TypeID
+    handles = [CDLL(path, os.RTLD_NOW | os.RTLD_GLOBAL) for path in libraries]
+
+    # Check that the module hasn't been previously imported, otherwise result
+    # might be unpredictable
+    assert "revng.internal._pipebox" not in sys.modules
+
+    # Import the actual module, this will do the following:
+    # 1. Create actual classes for Model, ObjectID and Kind
+    # 2. Create, on the fly, classes that have been previously registered by
+    #    the static initializers in the imported libraries above
+    import revng.internal._pipebox as ext
+
+    return (ext, handles)
diff --git a/python/revng/pypeline/analysis.py b/python/revng/pypeline/analysis.py
index 2221f08dd..f9bec6ad9 100644
--- a/python/revng/pypeline/analysis.py
+++ b/python/revng/pypeline/analysis.py
@@ -21,8 +21,6 @@ class Analysis(ABC):
     objects in save points.
     """
 
-    __slots__: tuple = ("name",)
-
     def __init__(self, name: str):
         """
         Initialize the analysis with a name.
diff --git a/python/revng/pypeline/container.py b/python/revng/pypeline/container.py
index b546032cc..12ab1f763 100644
--- a/python/revng/pypeline/container.py
+++ b/python/revng/pypeline/container.py
@@ -7,7 +7,7 @@ from __future__ import annotations
 import json
 from collections.abc import Mapping
 from dataclasses import dataclass
-from typing import Annotated, Dict, Generator, Optional, Tuple, Type
+from typing import Annotated, Dict, Generator, Tuple, Type
 
 from .object import Kind, ObjectID, ObjectSet
 from .utils.cabc import ABC, abstractmethod
@@ -109,11 +109,9 @@ class Container(ABC):
         """
 
     @abstractmethod
-    def serialize(self, objects: Optional[ObjectSet] = None) -> Mapping[ObjectID, bytes]:
+    def serialize(self, objects: ObjectSet) -> Mapping[ObjectID, bytes]:
         """
         Dump objects from this container into a serialized format.
-        If objects is provided, only those objects will be dumped.
-        If not, all objects in the container will be dumped.
         """
 
     @classmethod
@@ -182,7 +180,7 @@ def dump_container(
     """
     with open(path, "w", encoding="utf-8") as f:
         json.dump(
-            {k.serialize(): v.hex() for k, v in container.serialize().items()},
+            {k.serialize(): v.hex() for k, v in container.serialize(container.objects()).items()},
             f,
             indent=4,
             sort_keys=True,
diff --git a/python/revng/pypeline/task/pipe.py b/python/revng/pypeline/task/pipe.py
index 1f9430239..d4e5ceb71 100644
--- a/python/revng/pypeline/task/pipe.py
+++ b/python/revng/pypeline/task/pipe.py
@@ -37,8 +37,6 @@ class Pipe(ABC):
         argument should not be added.
         """
 
-    __slots__: tuple = ("name", "static_configuration")
-
     def __init__(
         self,
         static_configuration: str = "",
diff --git a/scripts/nanobind_generate_stubs.py b/scripts/nanobind_generate_stubs.py
new file mode 100755
index 000000000..656f1b450
--- /dev/null
+++ b/scripts/nanobind_generate_stubs.py
@@ -0,0 +1,41 @@
+#!/usr/bin/env python3
+
+#
+# This file is distributed under the MIT License. See LICENSE.md for details.
+#
+
+import argparse
+import sys
+
+from nanobind.stubgen import StubGen
+
+from revng.internal.support import import_pipebox
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("-o", "--output", help="Output file (stdout if omitted)")
+    parser.add_argument(
+        "-l",
+        "--library",
+        default=[],
+        action="append",
+        help="Shared library to preload before generating stubs",
+    )
+    args = parser.parse_args()
+
+    module, handles = import_pipebox(args.library)
+    stub_gen = StubGen(module, quiet=False)
+    stub_gen.put(module)
+    stub_text = stub_gen.get()
+
+    if args.output is None:
+        sys.stdout.write(stub_text)
+        sys.stdout.flush()
+    else:
+        with open(args.output, "w") as f:
+            f.write(stub_text)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/share/revng/clang-format-style-file.yml b/share/revng/clang-format-style-file.yml
index 9bb14ae3b..55c2eda7f 100644
--- a/share/revng/clang-format-style-file.yml
+++ b/share/revng/clang-format-style-file.yml
@@ -81,7 +81,7 @@
       { Regex: '^"clang/', Priority: -3 },
       { Regex: '^"mlir/', Priority: -4 },
       { Regex: '^"llvm/', Priority: -5 },
-      { Regex: '^"aws/', Priority: -6 },
+      { Regex: '^"nanobind/', Priority: -6 },
       { Regex: '^"boost/', Priority: -7 },
       { Regex: "^<", Priority: -8 },
     ],
diff --git a/tests/pypeline/CMakeLists.txt b/tests/pypeline/CMakeLists.txt
index 6c050c01c..b83faac17 100644
--- a/tests/pypeline/CMakeLists.txt
+++ b/tests/pypeline/CMakeLists.txt
@@ -19,3 +19,41 @@ set_tests_properties(
   test_pypeline
   PROPERTIES LABELS "pypeline" ENVIRONMENT
              "PYTHONPATH=${CMAKE_BINARY_DIR}/${PYTHON_INSTALL_PATH}")
+
+#
+# Generate libmockPipeboxImpl and libmockPipebox
+#
+add_library(mockPipeboxImpl SHARED MockPipeboxImpl.cpp)
+add_library(mockPipebox SHARED MockPipebox.cpp)
+
+llvm_map_components_to_libnames(LLVM_LIBRARIES Support Core)
+target_link_libraries(mockPipeboxImpl ${LLVM_LIBRARIES} revngSupport revngModel)
+target_link_libraries(mockPipebox mockPipeboxImpl ${Python_LIBRARIES}
+                      ${LLVM_LIBRARIES} nanobind revngSupport)
+
+target_include_directories(mockPipebox PUBLIC ${Python_INCLUDE_DIRS})
+
+#
+# Add tests that use libmockPipebox
+#
+revng_add_test(
+  NAME pypeline-cpp-test COMMAND
+  "${CMAKE_CURRENT_SOURCE_DIR}/python_cpp_test.py"
+  "${CMAKE_CURRENT_BINARY_DIR}/libmockPipebox.so")
+set_tests_properties(
+  pypeline-cpp-test
+  PROPERTIES LABELS "pypeline;test" ENVIRONMENT
+             "PYTHONPATH=${CMAKE_BINARY_DIR}/${PYTHON_INSTALL_PATH}")
+
+revng_add_test(
+  NAME
+  pypeline-annotations-test
+  COMMAND
+  "${CMAKE_CURRENT_SOURCE_DIR}/nanobind_test_annotations.sh"
+  "${CMAKE_SOURCE_DIR}"
+  -l
+  "${CMAKE_CURRENT_BINARY_DIR}/libmockPipebox.so")
+set_tests_properties(
+  pypeline-annotations-test
+  PROPERTIES LABELS "pypeline;test" ENVIRONMENT
+             "PYTHONPATH=${CMAKE_BINARY_DIR}/${PYTHON_INSTALL_PATH}")
diff --git a/tests/pypeline/MockPipebox.cpp b/tests/pypeline/MockPipebox.cpp
new file mode 100644
index 000000000..67fd3b89f
--- /dev/null
+++ b/tests/pypeline/MockPipebox.cpp
@@ -0,0 +1,11 @@
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "revng/PipeboxCommon/Helpers/Registrars.h"
+
+#include "MockPipeboxImpl.h"
+
+static RegisterContainer<StringContainer> X;
+static RegisterPipe<AppendFooPipe> Y;
+static RegisterAnalysis<AppendFooLibAnalysis> Z;
diff --git a/tests/pypeline/MockPipeboxImpl.cpp b/tests/pypeline/MockPipeboxImpl.cpp
new file mode 100644
index 000000000..5b6debd70
--- /dev/null
+++ b/tests/pypeline/MockPipeboxImpl.cpp
@@ -0,0 +1,86 @@
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include <map>
+#include <set>
+#include <string>
+
+#include "llvm/ADT/ArrayRef.h"
+#include "llvm/ADT/StringRef.h"
+
+#include "revng/PipeboxCommon/Model.h"
+#include "revng/PipeboxCommon/ObjectID.h"
+
+#include "MockPipeboxImpl.h"
+
+//
+// StringContainer
+//
+
+std::set<ObjectID> StringContainer::objects() const {
+  return std::views::keys(Storage) | revng::to<std::set<ObjectID>>();
+}
+
+void StringContainer::deserialize(const std::map<const ObjectID *,
+                                                 llvm::ArrayRef<const char>>
+                                    Data) {
+  for (auto &Entry : Data) {
+    revng_assert(Entry.first->kind() == Kind);
+    std::string EntryData(Entry.second.data(), Entry.second.size());
+    Storage[*Entry.first] = std::move(EntryData);
+  }
+}
+
+std::map<ObjectID, revng::pypeline::Buffer>
+StringContainer::serialize(const std::vector<const ObjectID *> Objects) const {
+  std::map<ObjectID, revng::pypeline::Buffer> Result;
+  for (auto &Element : Objects) {
+    const std::string &StoredElement = Storage.at(*Element);
+    llvm::ArrayRef<char> Ref = { StoredElement.data(), StoredElement.size() };
+    Result[*Element] = llvm::SmallVector<char, 0>{ Ref };
+  }
+  return Result;
+}
+
+bool StringContainer::verify() const {
+  return true;
+}
+
+//
+// AppendFooPipe
+//
+
+revng::pypeline::ObjectDependencies
+AppendFooPipe::run(const Model &TheModel,
+                   const revng::pypeline::Request &Incoming,
+                   const revng::pypeline::Request &Outgoing,
+                   llvm::StringRef Configuration,
+                   StringContainer &Container) {
+  revng_assert(Outgoing.size() == 1);
+
+  auto &Storage = Container.getStorage();
+  for (auto &Elem : Outgoing[0]) {
+    if (Storage.contains(*Elem)) {
+      Storage[*Elem] = Storage[*Elem] + "foo";
+    } else {
+      Storage[*Elem] = "foo";
+    }
+  }
+
+  return {};
+}
+
+//
+// AppendFooLibAnalysis
+//
+
+llvm::Error AppendFooLibAnalysis::run(Model &TheModel,
+                                      const revng::pypeline::Request &Incoming,
+                                      llvm::StringRef Configuration,
+                                      StringContainer &Container) {
+  revng_assert(Incoming.size() == 1);
+  TheModel.get()->ImportedLibraries().insert("foo.so");
+
+  return llvm::Error::success();
+}
diff --git a/tests/pypeline/MockPipeboxImpl.h b/tests/pypeline/MockPipeboxImpl.h
new file mode 100644
index 000000000..e54fa1e8b
--- /dev/null
+++ b/tests/pypeline/MockPipeboxImpl.h
@@ -0,0 +1,56 @@
+#pragma once
+
+//
+// This file is distributed under the MIT License. See LICENSE.md for details.
+//
+
+#include "revng/PipeboxCommon/Common.h"
+#include "revng/PipeboxCommon/Model.h"
+#include "revng/PipeboxCommon/ObjectID.h"
+
+class StringContainer {
+private:
+  std::map<ObjectID, std::string> Storage;
+
+public:
+  static constexpr llvm::StringRef Name = "StringContainer";
+  static constexpr Kind Kind = Kinds::Function;
+  std::set<ObjectID> objects() const;
+
+  void deserialize(const std::map<const ObjectID *, llvm::ArrayRef<const char>>
+                     Data);
+  std::map<ObjectID, revng::pypeline::Buffer>
+  serialize(const std::vector<const ObjectID *> Objects) const;
+  bool verify() const;
+
+public:
+  auto &getStorage() { return Storage; }
+};
+
+class AppendFooPipe {
+public:
+  static constexpr llvm::StringRef Name = "AppendFooPipe";
+  static constexpr revng::pypeline::PipeArgumentDocumentation
+    ArgumentsDocumentation[]{ { "Container", "" } };
+
+  const std::string StaticConfiguration;
+
+  AppendFooPipe(llvm::StringRef Config) : StaticConfiguration(Config.str()) {}
+
+  revng::pypeline::ObjectDependencies
+  run(const Model &TheModel,
+      const revng::pypeline::Request &Incoming,
+      const revng::pypeline::Request &Outgoing,
+      llvm::StringRef Configuration,
+      StringContainer &Container);
+};
+
+class AppendFooLibAnalysis {
+public:
+  static constexpr llvm::StringRef Name = "AppendFooLibAnalysis";
+
+  llvm::Error run(Model &TheModel,
+                  const revng::pypeline::Request &Incoming,
+                  llvm::StringRef Configuration,
+                  StringContainer &Container);
+};
diff --git a/tests/pypeline/nanobind_test_annotations.py b/tests/pypeline/nanobind_test_annotations.py
new file mode 100755
index 000000000..66fbb4605
--- /dev/null
+++ b/tests/pypeline/nanobind_test_annotations.py
@@ -0,0 +1,71 @@
+#!/usr/bin/env python3
+
+#
+# This file is distributed under the MIT License. See LICENSE.md for details.
+#
+
+# This test checks the stubs emitted by nanobind for missing casters. When a
+# function returns a C++ type without a caster, the return type will be a
+# string (a ast.Constant). For example, if one forgets to include
+# `nanobind/stl/vector.h` then a function returning a
+# `std::vector<std::string>` will show up in stubs as:
+# ```
+# def foo() -> "std::vector<std::string>": ...  # noqa: E800
+# ```
+# This program reads all the function definitions and
+# checks that the annotations of each one do not contain a string.
+
+import ast
+import sys
+
+
+class NodeVisitor(ast.NodeVisitor):
+    def __init__(self):
+        super().__init__()
+        self.bad_annotations = set()
+
+    def visit_AnnAssign(self, node: ast.AnnAssign):  # noqa: N802
+        self._check_constant(node.annotation)
+
+    def visit_FunctionDef(self, node: ast.FunctionDef):  # noqa: N802
+        for arg in self._collect_arguments(node.args):
+            self._check_constant(arg.annotation)
+        self._check_constant(node.returns)
+
+    @staticmethod
+    def _collect_arguments(arguments: ast.arguments) -> list[ast.arg]:
+        result: list[ast.arg] = []
+        result.extend(arguments.posonlyargs)
+        result.extend(arguments.args)
+        if arguments.vararg is not None:
+            result.append(arguments.vararg)
+        result.extend(arguments.kwonlyargs)
+        if arguments.kwarg is not None:
+            result.append(arguments.kwarg)
+        return result
+
+    def _check_constant(self, expr: ast.expr | None):
+        if not (expr is not None and isinstance(expr, ast.Constant)):
+            return
+        if isinstance(expr.value, str):
+            # TODO: could be a forward reference, but for now it's most likely
+            #       a sign that a caster is missing. If needed in the future
+            #       it'd be easy to have a `visit_ClassDef` method that removes
+            #       entries if they are present
+            self.bad_annotations.add(expr.value)
+
+
+def main():
+    parsed_input = ast.parse(sys.stdin.read())
+    node_visitor = NodeVisitor()
+    node_visitor.visit(parsed_input)
+    if len(node_visitor.bad_annotations) == 0:
+        return 0
+
+    for entry in node_visitor.bad_annotations:
+        print(f"Found string annotation for {entry}, probably a caster is missing!")
+    return 1
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/tests/pypeline/nanobind_test_annotations.sh b/tests/pypeline/nanobind_test_annotations.sh
new file mode 100755
index 000000000..6fafe22eb
--- /dev/null
+++ b/tests/pypeline/nanobind_test_annotations.sh
@@ -0,0 +1,13 @@
+#!/usr/bin/env bash
+
+#
+# This file is distributed under the MIT License. See LICENSE.md for details.
+#
+set -euo pipefail
+
+SCRIPT_DIR=$(realpath "$(dirname "${BASH_SOURCE[0]}")")
+ROOT_DIR="$1"
+shift
+
+"$ROOT_DIR/scripts/nanobind_generate_stubs.py" "$@" | \
+    "$SCRIPT_DIR/nanobind_test_annotations.py"
diff --git a/tests/pypeline/python_cpp_test.py b/tests/pypeline/python_cpp_test.py
new file mode 100755
index 000000000..25369e35d
--- /dev/null
+++ b/tests/pypeline/python_cpp_test.py
@@ -0,0 +1,216 @@
+#!/usr/bin/env python3
+
+#
+# This file is distributed under the MIT License. See LICENSE.md for details.
+#
+
+import sys
+from collections.abc import Buffer
+
+import yaml
+
+from revng.internal.support import import_pipebox
+from revng.pypeline import initialize_pypeline
+from revng.pypeline.analysis import Analysis, AnalysisBinding
+from revng.pypeline.container import Container, ContainerDeclaration
+from revng.pypeline.model import Model, ReadOnlyModel
+from revng.pypeline.object import Kind, ObjectID, ObjectSet
+from revng.pypeline.pipeline import Pipeline
+from revng.pypeline.pipeline_node import PipelineConfiguration, PipelineNode
+from revng.pypeline.storage.memory import InMemoryStorageProvider
+from revng.pypeline.storage.storage_provider import ContainerLocation
+from revng.pypeline.task.pipe import Pipe
+from revng.pypeline.task.requests import Requests
+from revng.pypeline.task.savepoint import SavePoint
+from revng.pypeline.task.task import TaskArgument, TaskArgumentAccess
+from revng.pypeline.utils.registry import get_registry, get_singleton
+
+
+def check_names(ext):
+    """Check that _pipebox has all the classes we expect it to have"""
+
+    # Names that we know are always present in `_pipebox`
+    known_names = ("Buffer",)
+
+    names = [
+        x for x in dir(ext) if not ((x.startswith("__") and x.endswith("__")) or x in known_names)
+    ]
+
+    # Check that the classes in the registry all came from the ext module
+    for type_ in (Analysis, Container, Kind, Model, ObjectID, Pipe):
+        registry = get_registry(type_)
+        for key, value in registry.items():
+            assert issubclass(value, type_)
+            assert key in names
+            assert getattr(ext, key) is value
+            names.remove(key)
+
+    # Check that all the classes have been registered, the names variable
+    # should be empty at this point
+    assert len(names) == 0
+
+
+def compare_dicts(dict1: dict[ObjectID, Buffer], dict2: dict[ObjectID, Buffer]):
+    assert all(isinstance(k, ObjectID) and isinstance(v, Buffer) for k, v in dict1.items())
+    assert all(isinstance(k, ObjectID) and isinstance(v, Buffer) for k, v in dict2.items())
+    assert dict1.keys() == dict2.keys()
+    for key in dict1.keys():
+        assert memoryview(dict1[key]) == memoryview(dict2[key])
+
+
+def check_pipeline():
+    """Check that all the components of fakePipebox behave as expected. This
+    function **should not** use the `_pipebox` module directly, rather
+    rely on the `get_registy` functionality to retrieve the classes"""
+
+    # Create a new model
+    model = get_singleton(Model)()
+    assert isinstance(model, Model)
+
+    # Check that the model is cloneable
+    model2 = model.clone()
+    assert isinstance(model2, Model)
+
+    objectid_cls = get_singleton(ObjectID)
+    # Create a couple of ObjectIDs
+    foo = objectid_cls.deserialize("/function/0x400000:Code_x86_64")
+    bar = objectid_cls.deserialize("/function/0x400020:Code_x86_64")
+    assert isinstance(foo, ObjectID)
+    assert isinstance(bar, ObjectID)
+    # Check equality works
+    assert foo == objectid_cls.deserialize("/function/0x400000:Code_x86_64")
+
+    # Create a StringContainer and deserialize some data to it
+    StringContainer = get_registry(Container)["StringContainer"]  # noqa: N806
+    container = StringContainer()
+    container.deserialize({foo: b"foo", bar: b"bar"})
+    container_serialized = container.serialize(ObjectSet.from_list([foo]))
+    compare_dicts(container_serialized, {foo: b"foo"})
+    # Re-feed the serialized data back to the container, this is to make sure
+    # that the `Buffer` C++ class is also handled by `deserialize`
+    container.deserialize(container_serialized)
+
+    # Run the AppendFooPipe
+    AppendFooPipe = get_registry(Pipe)["AppendFooPipe"]  # noqa: N806
+    assert AppendFooPipe.signature() == (
+        TaskArgument("Container", StringContainer, TaskArgumentAccess.READ_WRITE, ""),
+    )
+    pipe = AppendFooPipe("{}")
+    pipe.run(
+        model=ReadOnlyModel(model),
+        containers=[container],
+        incoming=[ObjectSet(foo.kind())],
+        outgoing=[ObjectSet.from_list([foo])],
+        configuration="",
+    )
+    container_serialized2 = container.serialize(ObjectSet.from_list([foo, bar]))
+    compare_dicts(container_serialized2, {foo: b"foofoo", bar: b"bar"})
+
+    # Run the AppendFooLibAnalysis
+    AppendFooLibAnalysis = get_registry(Analysis)["AppendFooLibAnalysis"]  # noqa: N806
+    assert AppendFooLibAnalysis.signature() == (StringContainer,)
+    analysis = AppendFooLibAnalysis()
+    analysis.run(
+        model=model, containers=[container], incoming=[ObjectSet.from_list([foo])], configuration=""
+    )
+
+    model_serialized = model.serialize()
+    assert isinstance(model_serialized, Buffer)
+    yaml_model = yaml.safe_load(bytes(model_serialized))
+    assert "foo.so" in yaml_model["ImportedLibraries"]
+
+
+def check_simple_pipeline():
+    StringContainer = get_registry(Container)["StringContainer"]  # noqa: N806
+    AppendFooPipe = get_registry(Pipe)["AppendFooPipe"]  # noqa: N806
+    AppendFooLibAnalysis = get_registry(Analysis)["AppendFooLibAnalysis"]  # noqa: N806
+
+    model = get_singleton(Model)()
+    storage_provider = InMemoryStorageProvider()
+    child_cont = ContainerDeclaration("Container", StringContainer)
+    declarations = [child_cont]
+    pipeline_configuration: PipelineConfiguration = {}
+    storage_provider.set_model(model.serialize())
+
+    # Create the pipeline
+    begin_node = PipelineNode(SavePoint("begin", to_save=declarations))
+    inplace_node = PipelineNode(AppendFooPipe("{}"), bindings=[child_cont])
+    end_node = PipelineNode(SavePoint("end", to_save=declarations))
+    begin_node.add_successor(inplace_node)
+    inplace_node.add_successor(end_node)
+    pipeline = Pipeline(
+        set(declarations),
+        begin_node,
+        analyses={AnalysisBinding(AppendFooLibAnalysis(), (child_cont,), begin_node)},
+    )
+
+    # Force the savepoint to store the objects
+    container = StringContainer()
+
+    objectid_cls = get_singleton(ObjectID)
+    foo = objectid_cls.deserialize("/function/0x400000:Code_x86_64")
+    bar = objectid_cls.deserialize("/function/0x400020:Code_x86_64")
+    container.deserialize({foo: b"foo", bar: b"bar"})
+    foo_bar_request = Requests({child_cont: ObjectSet.from_list([foo, bar])})
+
+    # Pre-populate the storage
+    begin_node.run(
+        model=ReadOnlyModel(model),
+        containers={child_cont: container},
+        incoming=foo_bar_request,
+        outgoing=foo_bar_request,
+        pipeline_configuration=pipeline_configuration,
+        storage_provider=storage_provider,
+    )
+
+    # Check
+    begin_node_config = begin_node.configuration_id(pipeline_configuration)
+    container_location_begin = ContainerLocation(1, "Container", begin_node_config)
+    compare_dicts(storage_provider.storage[container_location_begin], {foo: b"foo", bar: b"bar"})
+
+    # Run a schedule
+    schedule = pipeline.schedule(
+        model=ReadOnlyModel(model),
+        target_node=end_node,
+        requests=Requests({child_cont: ObjectSet(foo.kind(), {foo})}),
+        pipeline_configuration=pipeline_configuration,
+        storage_provider=storage_provider,
+    )
+    schedule.run(
+        model=ReadOnlyModel(model),
+        storage_provider=storage_provider,
+    )
+
+    # Check that schedule.serialize works
+    schedule.serialize()
+
+    # Check
+    end_node_config = end_node.configuration_id(pipeline_configuration)
+    container_location_end = ContainerLocation(2, "Container", end_node_config)
+    compare_dicts(storage_provider.storage[container_location_end], {foo: b"foofoo"})
+
+    # Run analysis
+    new_model = pipeline.run_analysis(
+        model=ReadOnlyModel(model),
+        analysis_name="AppendFooLibAnalysis",
+        requests=Requests({child_cont: ObjectSet(foo.kind())}),
+        analysis_configuration="",
+        pipeline_configuration=pipeline_configuration,
+        storage_provider=storage_provider,
+    )
+
+    # Check
+    yaml_model = yaml.safe_load(bytes(new_model.serialize()))
+    assert "foo.so" in yaml_model["ImportedLibraries"]
+
+
+def main():
+    ext, _ = import_pipebox(sys.argv[1:])
+    initialize_pypeline()
+    check_names(ext)
+    check_pipeline()
+    check_simple_pipeline()
+
+
+if __name__ == "__main__":
+    main()