Shannon 3.0: Open-Source AI Pentester With 47K Stars Now Maps Source Code Before Exploiting Live Apps
testingcatalog · x · 2026-09-08
Keygraph released Shannon 3.0, a major update to its open-source AI pentester with more than 47K GitHub stars.
- New multi-stage security code analysis maps application architecture, trust boundaries, and high-risk code paths from source before attacking the running app
- Findings from the code pass only reach the report once an exploit agent proves they work on the live target — "no exploit, no report"
- Users can self-host and bring their own models; ships with an official GitHub Action / GitLab CI/CD component, PDF reports, and native SARIF 2.1.0 for GitHub code scanning
Related event: Open-Source AI Pentesting Tool Shannon 3.0 Released(2 posts)→
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