# Episode 4 - Checking the Checker

Page: https://stenobird.com/podcast/quality-over-coffee-7770711/episode-4-checking-the-checker
Text version: https://stenobird.com/podcast/quality-over-coffee-7770711/episode-4-checking-the-checker.md
Podcast: [Quality over Coffee](https://stenobird.com/podcast/quality-over-coffee-7770711)
Published: 2026-04-26T22:39:11+00:00
Episode link: https://api.riverside.com/hosting-analytics/media/243230ba19b06a5d94c9d9761e1f3dedd01e21e0cf702b674fe52efd11a0a5a9/eyJlcGlzb2RlSWQiOiIzZjQxOTBiNy1lZTFiLTRkNDUtOWMyZS05YzdhNDg0MWI5YTkiLCJwb2RjYXN0SWQiOiIxNzZkMGQwZi1hZjE2LTQwMzQtOTUzOC1mMDEwMWJhYmZkZTkiLCJhY2NvdW50SWQiOiI2OGY4YWU1NTY0ZTFkNGFhYzQzMDc4M2UiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjllYzBmY2E4Mjg2NmU4ZDQ4YTM0ZDU5L3BldGVycy1zdHVkaW8tRGV5MkUtY29tcG9zZXItMjAyNi00LTI1X18yLTUwLTE4Lm1wMyJ9.mp3
Audio file: https://api.riverside.com/hosting-analytics/media/243230ba19b06a5d94c9d9761e1f3dedd01e21e0cf702b674fe52efd11a0a5a9/eyJlcGlzb2RlSWQiOiIzZjQxOTBiNy1lZTFiLTRkNDUtOWMyZS05YzdhNDg0MWI5YTkiLCJwb2RjYXN0SWQiOiIxNzZkMGQwZi1hZjE2LTQwMzQtOTUzOC1mMDEwMWJhYmZkZTkiLCJhY2NvdW50SWQiOiI2OGY4YWU1NTY0ZTFkNGFhYzQzMDc4M2UiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjllYzBmY2E4Mjg2NmU4ZDQ4YTM0ZDU5L3BldGVycy1zdHVkaW8tRGV5MkUtY29tcG9zZXItMjAyNi00LTI1X18yLTUwLTE4Lm1wMyJ9.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/quality-over-coffee-7770711/episodes/episode-4-checking-the-checker
Duration seconds: 1842

## Resource

Today we tackle the thorny subject of how do you test an AI system and share our thoughts on the subject. Look out for a fascinating tale of how Geoff scored himself a free coat

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/quality-over-coffee-7770711/episodes/episode-4-checking-the-checker/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/quality-over-coffee-7770711/episode-4-checking-the-checker.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.