# Episode 150: The AI Rewrite Trap Page: https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/episode-150-the-ai-rewrite-trap Text version: https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/episode-150-the-ai-rewrite-trap.md Podcast: [Never Rewrite: Software Engineering & AI Coding](https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168) Published: 2026-04-03T13:00:00+00:00 Episode link: https://api.riverside.com/hosting-analytics/media/43f62af139db4fcaa0a889759ec70513f33d3b2068b52e68e08ba68557ee8ec6/eyJlcGlzb2RlSWQiOiIzODZhYzkyOC0xODc2LTRlZjAtYmMwYy00OGFhYWU0YzAwZTQiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjljZjNiYjllOWFiZWJjMTM1YzBlMzVmL25ldmVyLXJld3JpdGUtY29tcG9zZXItMjAyNi00LTNfXzYtMi0xLm1wMyJ9.mp3 Audio file: https://api.riverside.com/hosting-analytics/media/43f62af139db4fcaa0a889759ec70513f33d3b2068b52e68e08ba68557ee8ec6/eyJlcGlzb2RlSWQiOiIzODZhYzkyOC0xODc2LTRlZjAtYmMwYy00OGFhYWU0YzAwZTQiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjljZjNiYjllOWFiZWJjMTM1YzBlMzVmL25ldmVyLXJld3JpdGUtY29tcG9zZXItMjAyNi00LTNfXzYtMi0xLm1wMyJ9.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/never-rewrite-software-engineering-ai-coding-6208168/episodes/episode-150-the-ai-rewrite-trap Duration seconds: 1897 ## Resource In this episode, Isaac Askew and Jeffrey Sherman explore the evolving landscape of software development, focusing on the relevance of rewrites in the age of AI. They discuss how AI tools like Claude are transforming engineering workflows, reducing the need for full rewrites, and shifting bottlenecks towards product management. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/never-rewrite-software-engineering-ai-coding-6208168/episodes/episode-150-the-ai-rewrite-trap/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/episode-150-the-ai-rewrite-trap.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.