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>[!NOTE]
> **[📢 New: AWS Bedrock, Google Vertex AI support now available →](https://github.com/KeygraphHQ/shannon/discussions/categories/announcements)** > **[📢 New: AWS Bedrock, Google Vertex AI support now available →](https://github.com/KeygraphHQ/shannon/discussions/categories/announcements)**
<div align="center"> <div align="center">
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**Why Shannon Exists** **Why Shannon Exists**
Most teams run penetration tests annually, but ship code continuously. Shannon closes that gap by providing on-demand, automated penetration testing that can run against every build or release. Thanks to tools like Claude Code and Cursor, your team ships code non-stop. But your penetration test? That happens once a year. This creates a *massive* security gap. For the other 364 days, you could be unknowingly shipping vulnerabilities to production.
Shannon closes that gap by providing on-demand, automated penetration testing that can run against every build or release.
> [!NOTE] > [!NOTE]
> **Shannon is part of the Keygraph Security and Compliance Platform** > **Shannon is part of the Keygraph Security and Compliance Platform**
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*All reports contain reproducible proof-of-concept exploits for every finding.*
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## 📈 Benchmark ## 📈 Benchmark
Shannon Lite scored **96.15% (100/104 exploits)** on a hint-free, source-aware variant of the XBOW security benchmark. Shannon Lite scored **96.15% (100/104 exploits)** on a hint-free, source-aware variant of the XBOW security benchmark.