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Add the ten-stage Agentic SAST pipeline, confined repository tools, model runtime, prompt templates, and SARIF export. Make retries, repair sessions, reduced coverage, usage accounting, and model-output drift durable across Temporal replay and resume. Keep retry diagnostics in their actionable closed vocabulary. Package the Mantis-derived license material with the prompts that require it.
Shannon — AI Pentester by Keygraph
Shannon is an autonomous, white-box AI pentester for web applications and APIs.
It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.
Full README and usage guide
https://github.com/KeygraphHQ/shannon#readme