# AI Agents in QA: How to Keep Up with AI-Driven Dev Velocity with Vilhelm von Ehrenheim Page: https://stenobird.com/podcast/talk-of-the-week-7041503/ai-agents-in-qa-how-to-keep-up-with-ai-driven-dev-velocity-with-vilhelm-von-ehrenheim Text version: https://stenobird.com/podcast/talk-of-the-week-7041503/ai-agents-in-qa-how-to-keep-up-with-ai-driven-dev-velocity-with-vilhelm-von-ehrenheim.md Podcast: [Talk of the Week](https://stenobird.com/podcast/talk-of-the-week-7041503) Published: 2026-06-08T17:00:00+00:00 Episode link: https://www.spreaker.com/episode/ai-agents-in-qa-how-to-keep-up-with-ai-driven-dev-velocity-with-vilhelm-von-ehrenheim--72422395 Audio file: https://api.spreaker.com/download/episode/72422395/tgaqatechep590.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/talk-of-the-week-7041503/episodes/ai-agents-in-qa-how-to-keep-up-with-ai-driven-dev-velocity-with-vilhelm-von-ehrenheim Duration seconds: 2123 ## Resource Show notes: AI Agents in QA: How to Keep Up with AI-Driven Dev Velocity with Vilhelm von Ehrenheim ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/talk-of-the-week-7041503/episodes/ai-agents-in-qa-how-to-keep-up-with-ai-driven-dev-velocity-with-vilhelm-von-ehrenheim/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/talk-of-the-week-7041503/ai-agents-in-qa-how-to-keep-up-with-ai-driven-dev-velocity-with-vilhelm-von-ehrenheim.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.