# AI Can Fix Your Broken Research Repository Page: https://stenobird.com/podcast/boagworld-ux-design-leadership-marketing-conversion-optimization-1074603/ai-can-fix-your-broken-research-repository Text version: https://stenobird.com/podcast/boagworld-ux-design-leadership-marketing-conversion-optimization-1074603/ai-can-fix-your-broken-research-repository.md Podcast: [Boagworld: UX, Design Leadership, Marketing & Conversion Optimization](https://stenobird.com/podcast/boagworld-ux-design-leadership-marketing-conversion-optimization-1074603) Published: 2026-05-19T11:00:00+00:00 Episode link: https://boagworld.com/season/rebooted/episode/34/ Audio file: https://cdn.simplecast.com/media/audio/transcoded/eea3ff50-d316-4ff7-b8db-24c157eb37ff/ae88e41b-a26d-4404-8e81-f97bca80d60d/episodes/audio/group/4dc27152-e0c3-4082-90a0-3489829940b7/group-item/b7a0c8ba-9329-4bdd-a859-dab387c94432/128_default_tc.mp3?aid=rss_feed&feed=XJ3MbVN3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/boagworld-ux-design-leadership-marketing-conversion-optimization-1074603/episodes/ai-can-fix-your-broken-research-repository Duration seconds: 3074 ## Resource Most user research evaporates after the presentation. AI-powered repositories could fix that. This episode explains how. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/boagworld-ux-design-leadership-marketing-conversion-optimization-1074603/episodes/ai-can-fix-your-broken-research-repository/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/boagworld-ux-design-leadership-marketing-conversion-optimization-1074603/ai-can-fix-your-broken-research-repository.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.