KeygraphHQ/shannon — Shannon Lite is a fully autonomous AI pentester for web apps and APIs. 96.15% (100/104 exploits) on: Shannon Lite is a fully autonomous AI pentester for web apps and APIs. 96.15% (1

KeygraphHQ/shannon — Shannon Lite is a fully autonomous AI pentester for web apps and APIs. 96.15% (100/104 exploits) on has surged to 32,108 GitHub stars, making it one of the top trending repositories on the platform. Written in TypeScript.

Shannon Lite is a fully autonomous AI pentester for web apps and APIs. 96.15% (100/104 exploits) on a hint-free, source-aware variant of the XBOW benchmark.

Why It's Trending

The repository has attracted significant developer interest as the open-source community continues to invest in tools and libraries that address common challenges in modern software development. The high star count reflects both genuine utility and community enthusiasm for the project's approach.

Getting Started

The project is available at https://github.com/KeygraphHQ/shannon. Contributors are welcome — see the repository's README for setup instructions and contribution guidelines.