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 # Offensive COM (Component Object Model)
+> [!WARNING]
+> **⚠️ AI-generated slop ahead.**
+> These notes were generated by **Kimi K3 Swarms** and may contain inaccuracies, hallucinations, or outdated information. Treat them as a starting point for research—not as an authoritative reference. **Verify all technical details before relying on them.**
 
 A complete, research-grade knowledge base on **Windows COM (Component Object Model) offensive security**, built for red teamers who start with little or no COM background and want to end up able to hunt for **zero-days** on their own.