# 424 – The Dirty Dozen: Why 12 People Can Outserve 120 Page: https://stenobird.com/podcast/inside-the-firm-222009/424-the-dirty-dozen-why-12-people-can-outserve-120 Text version: https://stenobird.com/podcast/inside-the-firm-222009/424-the-dirty-dozen-why-12-people-can-outserve-120.md Podcast: [Inside The Firm](https://stenobird.com/podcast/inside-the-firm-222009) Published: 2026-06-26T15:47:16+00:00 Episode link: https://soundcloud.com/user-444216029/424-the-dirty-dozen-why-12 Audio file: https://pdcn.co/e/http://feeds.soundcloud.com/stream/2347796327-user-444216029-424-the-dirty-dozen-why-12.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/inside-the-firm-222009/episodes/424-the-dirty-dozen-why-12-people-can-outserve-120 Duration seconds: 1459 ## Resource On this episode of Inside the Firm, only three percent of architects are under 30 and why isn’t everyone talking about it? Then architecture’s recovery just collapsed again, and finally why 12 people can out serve 120. Join us as we go back Inside the Firm! ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/inside-the-firm-222009/episodes/424-the-dirty-dozen-why-12-people-can-outserve-120/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/inside-the-firm-222009/424-the-dirty-dozen-why-12-people-can-outserve-120.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.