> cat /dev/github | grep security-tools
discovered 03 Aug 2026

Cairn

Python ★ 2468 via github-topic
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Cairn is a general-purpose problem-solving engine designed for AI-driven penetration testing and exploration of various state spaces. It utilizes a Blackboard Architecture with a fact-intent graph to dynamically search for paths from a defined origin to a goal, enabling versatile applications such as vulnerability research and CTF challenges. Key features include agent-based coordination through stigmergy, adaptable task generation, and real-time updates to the shared knowledge graph.