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Paper · arXiv

Cochise: A Reference Harness for Autonomous Penetration Testing

Recent work on LLM-driven autonomous penetration testing reports promising results, but existing systems often bundle architectural, prompting, and tool-integration choices together. This makes it difficult to determine what is gained over a simple agent and harness. We present Cochise, a 630 LOC Python reference implementation for autonomous penetration-testing experiments. Cochise connects to a Linux execution host over SSH and supports attacking controlled target environments reachable from that jump host. The prototype implements a Planner--Executor architecture in which long-term state is maintained by the planner, while a ReAct-style executor issues commands over SSH and self-correc...

AuthorsAndreas Happe, Jürgen Cito
Primary categorycs.CR
Published12 May 2026
Last updated at source3 August 2026
cs.CRcs.AIcs.SE
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