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- add a CI/CD Integrations section covering the official GitHub Action and GitLab component, pipeline artifacts, and exploit-only severity gates - redraw the architecture section as a Mermaid flow: agentic code analysis and recon feed finding reconciliation, then exploitation and reporting - describe open-source code analysis as a multi-stage agentic workflow and reserve parsed-code CPGs and exhaustive verification for Enterprise - sharpen the privacy wording: results stay local, but model requests carry source context to whichever endpoint you configure - drop the "not recommended" framing on local models and add a section on why Shannon complements rather than replaces human pentesters - regenerate llms-full.txt from the updated README and docs