Shannon

Daily and weekly updates from Shannon, the autonomous AI pentesting agent for web apps and APIs.

About this developer podcast

Shannon turns GitHub activity into short audio updates.

Episodes cover commits, pull requests, issues, and release work.

Use this page to listen, subscribe, and find related developer podcasts.

This show page is the public hub for the podcast. It has one stable listen URL.

Use it to find RSS feeds, recent episodes, related shows, and older episode links.

If the project is quiet, new episodes may pause until there is useful activity to summarize.

Recent episodes from Shannon

  1. Weekly Recap - AI Model Upgrades

    KeygraphHQ/shannon focused entirely on AI infrastructure this week, with two consecutive Claude Agent SDK upgrades that added support for Opus 4.8 and the new Claude Fable 5 model.

  2. Claude Fable 5 Integration

    The codebase upgraded to Claude Agent SDK version 0.3.173 to support Claude Fable 5, touching core AI infrastructure including message handling, audit systems, and model definitions.

  3. Claude AI Model Upgrades

    The Shannon codebase received two consecutive AI model upgrades, advancing to Opus 4.8 and adding support for Claude Fable 5 through updated Claude Agent SDK versions. These changes touch core AI infrastructure including message…

  4. Weekly Recap - AI Integration & Documentation Overhaul

    Shannon enhanced its AI capabilities with new model support and worker architecture improvements, while completing a significant documentation refresh that removes legacy content and adds new context files.

  5. Worker Architecture Restructure

    A significant architectural change restructured how the security testing worker handles intermediate deliverables by implementing MCP collectors. This broad refactor touched multiple exploit detection areas and the pre-reconnaissance…

  6. Security Exploit Framework Restructure

    A broad infrastructure change is restructuring how security exploit deliverables are organized using MCP collectors, touching multiple exploit categories including authentication, authorization, injection, SSRF, XSS, and reconnaissance…

  7. Documentation Overhaul

    The Shannon codebase underwent a comprehensive documentation restructuring with new content for AI providers and configuration while removing legacy materials. This signals a shift toward better developer onboarding and clearer system…

  8. Opus 4.8 Integration Fix

    A targeted fix in pull request 347 restores broken adaptive thinking support for Opus 4.8, addressing model integration issues in the codebase.

  9. Weekly Recap - Authentication & Infrastructure
  10. Authenticated Session Sharing Enhancement
  11. Authentication Session Sharing Enhancement
  12. Weekly Recap - Authentication Security & Infrastructure Hardening
  13. Security Hardening and Docker Improvements
  14. Authentication Validation and Email Login Support
  15. Making Things Human-Friendly
  16. AI Analysis and Script Improvements
  17. Weekly Recap - AI Capabilities and Configuration Enhancements
  18. Config-Driven Security Scoping
  19. AI Upgrade and Security Enhancement
  20. Weekly Recap - Provider Architecture & Code Router Sunset
  21. Documentation Updates and Platform Changes
  22. Provider Extensions and Debug Improvements
  23. Weekly Recap - Documentation Updates & Asset Management
  24. Weekly Recap - Pipeline Architecture & Workflow Fixes
  25. Weekly Recap - Security Architecture & Agent Improvements
  26. Weekly Recap - Security Architecture & Developer Experience
  27. Building Security Fences - The Read-Only Revolution
  28. Structured Outputs and Security Hardening
  29. Making Bug Reports Better for Everyone
  30. Weekly Recap - From Monolith to Modern: The NPX Revolution
  31. The NPX Revolution - Monorepo Transformation and Zero-Install Magic
  32. Building Trust with Preflight Checks
  33. Beta Release Pipeline Gets Professional
  34. Weekly Recap - Data Quality & Benchmark Refinement
  35. Cleaning Up the Benchmark Suite
  36. Weekly Recap - Multi-Cloud AI & Security Hardening
  37. Locking Down for Safety
  38. Polish and Presentation Perfect
  39. Community Connection Complete
  40. The Documentation Makeover

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