# More Code Is Not More Value Page: https://stenobird.com/podcast/rethink-your-understanding-7088790/more-code-is-not-more-value Text version: https://stenobird.com/podcast/rethink-your-understanding-7088790/more-code-is-not-more-value.md Podcast: [Rethink Your Understanding](https://stenobird.com/podcast/rethink-your-understanding-7088790) Published: 2026-05-19T09:00:00+00:00 Episode link: https://rss.com/podcasts/rethink-your-understanding/2836587 Audio file: https://content.rss.com/episodes/299131/2836587/rethink-your-understanding/2026_05_18_19_09_26_b3c62fd0-a93a-4cd4-a77a-33b9f66ecbbc.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/rethink-your-understanding-7088790/episodes/more-code-is-not-more-value Duration seconds: 995 ## Resource In this episode, the AI hosts discuss my post on how AI is becoming an operating model test for modern organizations. AI is producing more code, more activity, and more visible output, but that does not automatically mean more business value. Drawing from recent IBM, CircleCI, and DORA insights, I explain how AI can expose weak systems, increase productivity debt, and overwhelm teams when speed is not matched with flow, accountability, and outcome discipline. AI is a multiplier, but what it multiplies depends on the strength of the system around it. Link to the article : More Code Is Not More Value: Why AI Is an Operating Model Test , originally published May 17, 2026. Connect with me on LinkedIn ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/rethink-your-understanding-7088790/episodes/more-code-is-not-more-value/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/rethink-your-understanding-7088790/more-code-is-not-more-value.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.