# The Sample Spiral Page: https://stenobird.com/podcast/the-fragrance-files-7651257/the-sample-spiral Text version: https://stenobird.com/podcast/the-fragrance-files-7651257/the-sample-spiral.md Podcast: [The Fragrance Files](https://stenobird.com/podcast/the-fragrance-files-7651257) Published: 2026-01-23T10:00:00+00:00 Episode link: https://api.riverside.com/hosting-analytics/media/88f833ab855514841dfb2908f845d34b7e1fa13923bbde1125967337b50c9426/eyJlcGlzb2RlSWQiOiI4MmIzOGEyYy0wZmFmLTQwNjctYjg0NS1iODE1ZTE0Yzc0NDAiLCJwb2RjYXN0SWQiOiJmNWRmNDZjYS0wNGQyLTQ1MzgtYjQ3Yy1iMjk4Yzk5YWFlNWYiLCJhY2NvdW50SWQiOiI2Njk2ODZkZDk0MTdhNjI0MmVlOTdjNTkiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjk3MTQ0NWU2YzRiNTBkMTcwMTM4ZmJjL2pvc2hzLXN0dWRpby0yUHRqTy1jb21wb3Nlci0yMDI2LTEtMjFfXzIyLTI1LTUwLm1wMyJ9.mp3 Audio file: https://api.riverside.com/hosting-analytics/media/88f833ab855514841dfb2908f845d34b7e1fa13923bbde1125967337b50c9426/eyJlcGlzb2RlSWQiOiI4MmIzOGEyYy0wZmFmLTQwNjctYjg0NS1iODE1ZTE0Yzc0NDAiLCJwb2RjYXN0SWQiOiJmNWRmNDZjYS0wNGQyLTQ1MzgtYjQ3Yy1iMjk4Yzk5YWFlNWYiLCJhY2NvdW50SWQiOiI2Njk2ODZkZDk0MTdhNjI0MmVlOTdjNTkiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjk3MTQ0NWU2YzRiNTBkMTcwMTM4ZmJjL2pvc2hzLXN0dWRpby0yUHRqTy1jb21wb3Nlci0yMDI2LTEtMjFfXzIyLTI1LTUwLm1wMyJ9.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-fragrance-files-7651257/episodes/the-sample-spiral Duration seconds: 2961 ## Resource Sampling can be discovery or distraction. Michy and Josh explore decants, discovery sets, and the modern “sample spiral,” asking what we gain from endless testing and what we lose when we never commit. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-fragrance-files-7651257/episodes/the-sample-spiral/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-fragrance-files-7651257/the-sample-spiral.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.