# AI Testing: How to Ensure Quality in Non-Deterministic Systems with Adam Sandman Page: https://stenobird.com/podcast/talk-of-the-week-7041503/ai-testing-how-to-ensure-quality-in-non-deterministic-systems-with-adam-sandman Text version: https://stenobird.com/podcast/talk-of-the-week-7041503/ai-testing-how-to-ensure-quality-in-non-deterministic-systems-with-adam-sandman.md Podcast: [Talk of the Week](https://stenobird.com/podcast/talk-of-the-week-7041503) Published: 2026-03-11T17:00:00+00:00 Episode link: https://www.spreaker.com/episode/ai-testing-how-to-ensure-quality-in-non-deterministic-systems-with-adam-sandman--70596165 Audio file: https://api.spreaker.com/download/episode/70596165/tgaadamaitestinghowtoensurequalityinnon_deterministicsystems580.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/talk-of-the-week-7041503/episodes/ai-testing-how-to-ensure-quality-in-non-deterministic-systems-with-adam-sandman Duration seconds: 2600 ## Resource Show notes: AI Testing: How to Ensure Quality in Non-Deterministic Systems with Adam Sandman ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/talk-of-the-week-7041503/episodes/ai-testing-how-to-ensure-quality-in-non-deterministic-systems-with-adam-sandman/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/talk-of-the-week-7041503/ai-testing-how-to-ensure-quality-in-non-deterministic-systems-with-adam-sandman.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.