{"podcast":{"title":"Never Rewrite: Software Engineering & AI Coding","slug":"never-rewrite-software-engineering-ai-coding-6208168","podcast_index_feed_id":6208168,"rss_url":"https://api.riverside.fm/hosting/NcbOeYDu.rss","website_url":"https://www.neverrewrite.com/podcast/","image_url":"https://hosting-media.riverside.com/media/imports/podcasts/7a07a3ba-0766-4395-91e7-511dfc92a3f0/42440162-1743974702161-6556f8bf6301c.jpg","author":"Isaac Askew and Jeffrey Sherman","episode_count":174,"summary":"‘Never Rewrite’ is a mantra of ours in the programming realm. Often times when software developers encounter nightmare codebases, the thought crosses their mind to work towards a rewrite, a port to a new language, or despair that their code is unfixable. It’s not unfixable, and we explore how to get started along with an array of other software topics in our eponymous podcast.","last_synced_at":"2026-09-26T04:27:24.764642+00:00","page_url":"https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168"},"episode":{"title":"Episode 156: Modernization: Where AI Doesn't Save You Any Steps","slug":"episode-156-modernization-where-ai-doesn-t-save-you-any-steps","published_at":"2026-05-22T17:45:55+00:00","page_url":"https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/episode-156-modernization-where-ai-doesn-t-save-you-any-steps","show_page_url":"https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168","url":"https://api.riverside.com/hosting-analytics/media/56928ae5f6a807912713ee3c0ba2c1a78a88c8358abc4913335c07a1cc0ab731/eyJlcGlzb2RlSWQiOiIwMzFmMjU0ZS01YTg0LTQwOGEtOTY5MC1iZTZmM2JkMDFkZmYiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmExMDk0OWQ5OTAxNWJjYTg0Nzg0MzJiL25ldmVyLXJld3JpdGUtY29tcG9zZXItMjAyNi01LTIyX18xOS0zOC0zNy5tcDMifQ==.mp3","audio_url":"https://api.riverside.com/hosting-analytics/media/56928ae5f6a807912713ee3c0ba2c1a78a88c8358abc4913335c07a1cc0ab731/eyJlcGlzb2RlSWQiOiIwMzFmMjU0ZS01YTg0LTQwOGEtOTY5MC1iZTZmM2JkMDFkZmYiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmExMDk0OWQ5OTAxNWJjYTg0Nzg0MzJiL25ldmVyLXJld3JpdGUtY29tcG9zZXItMjAyNi01LTIyX18xOS0zOC0zNy5tcDMifQ==.mp3","summary":"Jeffrey Sherman and Isaac Askew discuss the realities of AI in software modernization, emphasizing that AI accelerates but does not eliminate manual testing and manual work in legacy code projects.","meta_description":"Jeffrey Sherman and Isaac Askew discuss the realities of AI in software modernization, emphasizing that AI accelerates but does not eliminate manual testi…","key_points":[],"chapters":[],"topics":[],"duration_seconds":583,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/never-rewrite-software-engineering-ai-coding-6208168/episodes/episode-156-modernization-where-ai-doesn-t-save-you-any-steps/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/episode-156-modernization-where-ai-doesn-t-save-you-any-steps.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}