# I Built a Framework to Keep Coding Agents Disciplined Page: https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125/i-built-a-framework-to-keep-coding-agents-disciplined Text version: https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125/i-built-a-framework-to-keep-coding-agents-disciplined.md Podcast: [Programming Tech Brief By HackerNoon](https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125) Published: 2026-07-11T16:00:59+00:00 Episode link: https://share.transistor.fm/s/8b6d8606 Audio file: https://media.transistor.fm/8b6d8606/6b9b502f.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/programming-tech-brief-by-hackernoon-6364125/episodes/i-built-a-framework-to-keep-coding-agents-disciplined Duration seconds: 749 ## Resource This story was originally published on HackerNoon at: https://hackernoon.com/i-built-a-framework-to-keep-coding-agents-disciplined . Coding agents can imitate healthy codebases but lack judgment in empty repos. Here’s why I built a stricter, artifact-driven development framework. Check more stories related to programming at: https://hackernoon.com/c/programming . You can also check exclusive content about #ai-assisted-coding , #ai-coding-agents , #coding-agents , #github-spec-kit , #coding-guardrails , #technical-debt , #specification-drift , #ai-development-workflow , and more. This story was written by: @moui72 . Learn more about this writer by checking @moui72's about page, and for more stories, please visit hackernoon.com . Coding agents can imitate healthy codebases but lack judgment in empty repos. Here’s why I built a stricter, artifact-driven development framework. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/programming-tech-brief-by-hackernoon-6364125/episodes/i-built-a-framework-to-keep-coding-agents-disciplined/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125/i-built-a-framework-to-keep-coding-agents-disciplined.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.