# Starting Points for AI in Bug Hunting Page: https://stenobird.com/podcast/start-here-ai-6734895/starting-points-for-ai-in-bug-hunting Text version: https://stenobird.com/podcast/start-here-ai-6734895/starting-points-for-ai-in-bug-hunting.md Podcast: [Start Here AI](https://stenobird.com/podcast/start-here-ai-6734895) Published: 2026-07-29T22:12:02+00:00 Episode link: https://rss.art19.com/episodes/481eef80-bc4e-4142-9d5a-00ff055b967e.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0 Audio file: https://rss.art19.com/episodes/481eef80-bc4e-4142-9d5a-00ff055b967e.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/start-here-ai-6734895/episodes/starting-points-for-ai-in-bug-hunting Duration seconds: 1107 ## Resource In this episode, we outline the starting points for implementing AI in bug hunting. We provide guidance and strategies for developers. Chapters 00:00 Microsoft Bug Hunting AI 02:01 Google's SynthID Watermark 04:59 Encore AI's Voice Agents 10:16 Writers Embrace Typos 14:59 Sierra Acquires Oasis Security 17:01 Recent Industry Headlines Show Links Get the top 80+ AI Models for $8.99 at AI Box: ⁠⁠https://aibox.ai How I Grow and Scale My Business with AI: https://www.skool.com/aihustle Get the AI Chat Daily Newsletter: https://www.aichatdaily.com/newsletter See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/start-here-ai-6734895/episodes/starting-points-for-ai-in-bug-hunting/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/start-here-ai-6734895/starting-points-for-ai-in-bug-hunting.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.