# Human-in-the-Loop Boundaries: Calibrating Autonomy and Oversight Page: https://stenobird.com/podcast/ai-builds-it-easy-coding-tools-7828968/human-in-the-loop-boundaries-calibrating-autonomy-and-oversight Text version: https://stenobird.com/podcast/ai-builds-it-easy-coding-tools-7828968/human-in-the-loop-boundaries-calibrating-autonomy-and-oversight.md Podcast: [AI Builds It: Easy Coding Tools](https://stenobird.com/podcast/ai-builds-it-easy-coding-tools-7828968) Published: 2026-06-27T11:30:05+00:00 Episode link: https://www.buzzsprout.com/2612673/episodes/19409961-human-in-the-loop-boundaries-calibrating-autonomy-and-oversight.mp3 Audio file: https://www.buzzsprout.com/2612673/episodes/19409961-human-in-the-loop-boundaries-calibrating-autonomy-and-oversight.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/ai-builds-it-easy-coding-tools-7828968/episodes/human-in-the-loop-boundaries-calibrating-autonomy-and-oversight Duration seconds: 833 ## Resource Read the full article: Human-in-the-Loop Boundaries: Calibrating Autonomy and Oversight Discover more at AI Builds It: Easy Coding Tools Excerpt: Human-in-the-Loop Boundaries: Calibrating Autonomy and Oversight Introduction: As AI coding assistants become widespread, they unlock coding for everyone – even non-developers – by generating code in seconds. But faster output introduces new risks. An untested AI-generated change might introduce bugs or security issues that a human would catch. The ... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/ai-builds-it-easy-coding-tools-7828968/episodes/human-in-the-loop-boundaries-calibrating-autonomy-and-oversight/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/ai-builds-it-easy-coding-tools-7828968/human-in-the-loop-boundaries-calibrating-autonomy-and-oversight.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.