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. Stop Command Repair

    A single merged fix on October 15th repaired the shannon stop command and sped up orphan and empty shutdowns. No broader pattern emerged; the impact is more reliable local shutdowns with lower release risk.

  2. Docker Sandbox Fix for Browser Scans

    A single change, PR #492, fixes browser scan failures on AppArmor-enabled Linux by adding opt-in relaxations for container confinement and Chromium sandboxing. No broader pattern — the impact is restored reliability for Docker-based…

  3. Traffic Attribution Update

    A single documentation change tags Keygraph website links for placement-based traffic measurement. There is no broader code pattern and no change to runtime behavior.

  4. Token Auth for APIs and Encoding Fix

    Work splits across three tracks with no single pattern — a broad OAuth token auth path for API-only targets, a reliability fix for multi-byte character corruption, and a merged docs update. The auth change in PR 487 carries the highest…

  5. README Cyber Verification Guidance Update

    A single documentation update merged October 6th in PR 484 revised cyber verification guidance. There is no broader code pattern and no runtime impact.

  6. Preflight Gates Tighten Before Scans

    Yesterday's four merges center on preflight reliability, led by PR 476's cyber access verification probe and validation-only modes. A live-repo fix for task formation and a longer Capella research timeout round out the changes.

  7. Weekly Recap - Startup Reliability and Sharper Agent Output

    Shannon saw 4 pull request activity items and 2 commits focused on startup reliability, agent reasoning depth, and report navigation. Two changes merged September 30th while two reliability proposals remained open at week's end.

  8. Preflight Readiness Checks and Model Refresh

    A single approved pull request, number 476, adds an exploit-readiness probe and validate-auth mode to preflight while refreshing suggested models. The impact is earlier, clearer failure detection during setup.

  9. Higher Agent Reasoning and Clickable PDF Findings
  10. Deeper Agent Reasoning and Clickable Reports
  11. Temporal Health Check Timeout Fix
  12. Weekly Recap - Fresh Models and Clearer Platform Support
  13. Fresh Model Catalogue and Windows Exit
  14. Weekly Recap - Live Model Catalog and Clearer Setup Boundaries
  15. New OrcaRouter Provider Expands Model Options
  16. Weekly Recap - Startup Reliability & Configuration Flexibility
  17. Clickable Findings in PDF Reports
  18. Hunter Joins the Hunt
  19. Startup Reliability Gets a Rework
  20. Weekly Recap - The Shannon 3.0 Launch
  21. A New AI Provider Joins the Stack
  22. One Path for Custom Endpoints
  23. The 3.0 Major Release Lands
  24. Terminal Polish Lands on a Feature Branch
  25. Weekly Recap - Reliability, Branding, and Broader Model Support
  26. Config Precedence Fix
  27. xAI Subscription Auth Lands
  28. Getting the Brand Straight Before 3.0
  29. SARIF Reporting Now On By Default
  30. Cleaner Failures, Safer Releases
  31. Weekly Recap - Command Line Overhaul & Documentation Polish
  32. Command Line Polish and Doc Cleanup
  33. The Command-Line Interface Gets a Full Overhaul
  34. A Security Policy Lands
  35. Weekly Recap - Reporting, Auth, and Model Flexibility
  36. PDF Reports Land
  37. Widening the Setup Door
  38. Weekly Recap - Provider Flexibility and Dependency Hardening
  39. Opening Up to Any AI Provider
  40. Worker Fixes and Dependency Patching
  41. Weekly Recap - Multi-Provider Overhaul & Billing Fixes
  42. Fixing Claude Subscription Billing
  43. One Model, Every Provider
  44. Trusting the Signal, Not the Substring
  45. Security Patch Clears Advisories
  46. Weekly Recap - Documentation & Release Guidance
  47. A Quiet Docs Fix for Subscription Users
  48. Weekly Recap - The Great Runtime Migration
  49. OpenAI Joins the Provider Lineup
  50. The Pi Harness Migration Lands
  51. Worker Core Convergence
  52. Isolating Exploit Agent Failures
  53. Weekly Recap - Admin Tooling & Monetization Groundwork
  54. Admin Dashboard Goes Live
  55. Weekly Recap - Bounty Mode Lands, CLI Gets a Facelift
  56. Hono Security Patch
  57. CLI Gets a Cleaner Front Door
  58. Weekly Recap - AI Model Upgrades
  59. Claude Fable 5 Integration
  60. Claude AI Model Upgrades
  61. Weekly Recap - AI Integration & Documentation Overhaul
  62. Worker Architecture Restructure
  63. Security Exploit Framework Restructure
  64. Documentation Overhaul
  65. Opus 4.8 Integration Fix
  66. Weekly Recap - Authentication & Infrastructure
  67. Authenticated Session Sharing Enhancement
  68. Authentication Session Sharing Enhancement
  69. Weekly Recap - Authentication Security & Infrastructure Hardening
  70. Security Hardening and Docker Improvements
  71. Authentication Validation and Email Login Support
  72. Making Things Human-Friendly
  73. AI Analysis and Script Improvements
  74. Weekly Recap - AI Capabilities and Configuration Enhancements
  75. Config-Driven Security Scoping
  76. AI Upgrade and Security Enhancement
  77. Weekly Recap - Provider Architecture & Code Router Sunset
  78. Documentation Updates and Platform Changes
  79. Provider Extensions and Debug Improvements
  80. Weekly Recap - Documentation Updates & Asset Management
  81. Weekly Recap - Pipeline Architecture & Workflow Fixes
  82. Weekly Recap - Security Architecture & Agent Improvements
  83. Weekly Recap - Security Architecture & Developer Experience
  84. Building Security Fences - The Read-Only Revolution
  85. Structured Outputs and Security Hardening
  86. Making Bug Reports Better for Everyone
  87. Weekly Recap - From Monolith to Modern: The NPX Revolution
  88. The NPX Revolution - Monorepo Transformation and Zero-Install Magic
  89. Building Trust with Preflight Checks
  90. Beta Release Pipeline Gets Professional
  91. Weekly Recap - Data Quality & Benchmark Refinement
  92. Cleaning Up the Benchmark Suite
  93. Weekly Recap - Multi-Cloud AI & Security Hardening
  94. Locking Down for Safety
  95. Polish and Presentation Perfect
  96. Community Connection Complete
  97. The Documentation Makeover

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