Decepticon is an open-source autonomous penetration testing framework built on LangChain and LangGraph. It leverages large language models to plan and execute multi-step attack sequences, simulating real-world adversaries for security assessments. The system operates within Docker containers to provide isolated, reproducible testing environments.