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+<div align="center">
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+<img src="https://raw.githubusercontent.com/KeygraphHQ/shannon/main/assets/github-banner.png" alt="Shannon: AI Pentester for Web Applications and APIs" width="100%">
+
+<br />
+
+We build **[Shannon](https://github.com/KeygraphHQ/shannon)**, an open source AI pentester for web applications and APIs.
+
+<a href="https://discord.gg/9ZqQPuhJB7"><img src="https://raw.githubusercontent.com/KeygraphHQ/shannon/main/assets/discord.png" height="40" alt="Join Discord"></a>
+<a href="https://keygraph.io/"><img src="https://raw.githubusercontent.com/KeygraphHQ/shannon/main/assets/Keygraph_Button.png" height="40" alt="Visit Keygraph.io"></a>
+
+</div>
+
+---
+
+### How Shannon works
+
+Shannon analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities, not flag theoretical risks. It combines static code review with dynamic exploitation across four phases: reconnaissance, parallel vulnerability analysis, parallel exploitation, and reporting.
+
+It targets injection, XSS, SSRF, and broken authentication/authorization, validating every finding with a reproducible proof-of-concept. If it can't exploit it, it doesn't report it.
+
+→ **[Get started](https://github.com/KeygraphHQ/shannon#-setup--usage-instructions)**
+
+---
+
+### Get involved
+
+- **Report bugs**: [GitHub Issues](https://github.com/KeygraphHQ/shannon/issues)
+- **Ask questions & share feedback**: [GitHub Discussions](https://github.com/KeygraphHQ/shannon/discussions) · [Discord](https://discord.gg/9ZqQPuhJB7)
+- **Office hours**: Free 1:1 sessions every Thursday for setup help and questions. [Book a slot](https://cal.com/george-flores-keygraph/shannon-community-office-hours)
+
+---
+
+### About the company
+ 
+Keygraph is a security and compliance platform for modern engineering teams, covering application security and compliance automation. Shannon is the AppSec layer.
+ 
+Shannon Lite (this repo) is the open source core. [Shannon Pro](https://github.com/KeygraphHQ/shannon/blob/main/SHANNON-PRO.md) is the full all-in-one AppSec platform that extends it with agentic SAST, SCA with reachability analysis, secrets detection, business logic testing, and CI/CD integration.
+ 
+→ [keygraph.io](https://keygraph.io)