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KeygraphHQ/shannon

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.

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What it does

Shannon Lite is an AI-powered security testing tool that automatically finds and exploits vulnerabilities in websites and APIs — no human hacker required. It recently scored 96% on a standardized security benchmark, meaning it can discover almost all the same weaknesses a skilled human security tester would find.

Why it matters

For any team shipping software, security audits are expensive and slow — this tool suggests AI can now do that work continuously and at a fraction of the cost, which could fundamentally change how startups approach security compliance and risk management. Investors should note this is also a signal that AI agents are crossing into high-stakes, real-world professional work, not just coding assistance.

Why it's trending

Builders are flocking to this project because it solves a real pain point — security testing that actually works without hiring a specialist — and a 96% score on standardized pentesting benchmarks gave it the kind of credibility that spreads fast on social media and developer communities. Nearly 6,800 stars landed in a single week and that pace held steady the following week, which is rare and signals sustained word-of-mouth rather than a single viral moment. With only 7 contributors behind 38,000 stars, though, this is very much a watch-and-wait project for anyone considering building on top of it — the momentum is real, but the team depth to match it hasn't shown up yet.

31Active

On the radar — signal detected

Stars
45.1k
Forks
5.2k
Contributors
7
Language
TypeScript
Category
Security

Score updated Jun 27, 2026

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