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Build on the retry-safe finalization foundation to preserve correct identities, source locations, scan dates, partial-coverage limitations, and consistent report JSON, Markdown, SARIF, and PDF output. Report Agentic SAST, reconciliation wall-clock time, stage usage, retry spend, and background work without duplicate or hardcoded totals. Keep report findings canonical, drop cross-class restatements, name enrichment losses, and render the executive-summary narrative in the PDF.
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