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[GitHub Trending] KeygraphHQ/shannon

8.9 relevance
Score Breakdown
technical depth
8
novelty
9
actionability
7
community
8
strategic
8
personal
7

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Autonomous AI pentester is a novel security agent with strong technical depth.

2026-04-06 AI/ML github.com
Shannon Lite 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 bef...
Summary

Shannon is an autonomous white-box AI pentester that analyzes source code (using a Code Property Graph in Pro) and executes live exploits via integrated tools like Nmap to validate OWASP vulnerabilities. It's available as open-source Shannon Lite for local testing and commercial Shannon Pro with CI/CD integration and correlated SAST/SCA findings.

Key Takeaways
  • Test Shannon Lite on your codebase to assess its autonomous exploit validation against your web application's attack surface.
Why it matters

As a senior engineer focused on AI agent orchestration and developer tooling, you can evaluate Shannon's architecture for automating security validation in your CI/CD pipeline, reducing the annual pentest gap.