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. 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…

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. Higher Agent Reasoning and Clickable PDF Findings

    Two focused changes merged September 30th with no single sweeping pattern. The highest-impact work sets Pi agent sessions to high reasoning by default, alongside clickable finding links in PDF reports.

  7. Deeper Agent Reasoning and Clickable Reports

    Two unrelated changes landed September 29th: a shift to high-level reasoning for Pi agent sessions centralized across executors, and clickable finding IDs in PDF reports. No broader pattern emerged, with the reasoning default carrying…

  8. Temporal Health Check Timeout Fix

    A single change, PR #473, addresses frequent Temporal health-check timeouts tied to a localhost network configuration issue. No broader pattern today; the impact is local startup reliability ahead of a new version.

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

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