KeygraphHQ/shannon at 43.1K Stars With +155 Today: Autonomous AI Pentester Analyzes Source Code and Executes Real Exploits

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Shannon is an autonomous AI security testing agent that analyzes application source code and executes real exploits rather than just flagging theoretical vulnerabilities. At 43.1K stars it represents the mainstreaming of AI-powered offensive security tooling, operating as a full autonomous pentester rather than a static analysis scanner. The project underscores the dual-use nature of agentic AI — the same capabilities that make coding agents powerful also make them effective at finding and exploiting vulnerabilities.