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+>[!NOTE]
> **[📢 New: AWS Bedrock, Google Vertex AI support now available →](https://github.com/KeygraphHQ/shannon/discussions/categories/announcements)**
@@ -26,7 +27,9 @@ Shannon analyzes your web application's source code to identify potential attack
**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]
> **Shannon is part of the Keygraph Security and Compliance Platform**
@@ -556,10 +559,6 @@ Sample penetration test reports from industry-standard vulnerable applications:
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-*All reports contain reproducible proof-of-concept exploits for every finding.*
-
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-
## 📈 Benchmark
Shannon Lite scored **96.15% (100/104 exploits)** on a hint-free, source-aware variant of the XBOW security benchmark.