{"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":"AI-Monitored Release Processes: A Log Anomaly Checker (Ep. 172)","slug":"ai-monitored-release-processes-a-log-anomaly-checker-ep-172","published_at":"2026-09-11T13:00:00+00:00","page_url":"https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/ai-monitored-release-processes-a-log-anomaly-checker-ep-172","show_page_url":"https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168","url":"https://api.riverside.com/hosting-analytics/media/f5849b8f416f18e5f0f977aa85ec0d082b1f7c702ff1509baf3efcd58bc4ff61/eyJlcGlzb2RlSWQiOiIzYzcxYTE5ZC02NWZhLTRhMjYtYmVkNi03OTNhYjEyNzI2MjgiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmFhMWI2MjFjNmI3ZTQ2ZGZiMTRkODcwL25ldmVyLXJld3JpdGUtMjAyNi05LTlfXzE5LTQwLTE3Lm1wMyJ9.mp3","audio_url":"https://api.riverside.com/hosting-analytics/media/f5849b8f416f18e5f0f977aa85ec0d082b1f7c702ff1509baf3efcd58bc4ff61/eyJlcGlzb2RlSWQiOiIzYzcxYTE5ZC02NWZhLTRhMjYtYmVkNi03OTNhYjEyNzI2MjgiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmFhMWI2MjFjNmI3ZTQ2ZGZiMTRkODcwL25ldmVyLXJld3JpdGUtMjAyNi05LTlfXzE5LTQwLTE3Lm1wMyJ9.mp3","summary":"In this episode, Jeffrey Sherman and Isaac Askew explore how AI can monitor release processes by analyzing error logs, detecting anomalies, and improving deployment confidence. They discuss practical tools, strategies, and the potential for automation in system monitoring.","meta_description":"In this episode, Jeffrey Sherman and Isaac Askew explore how AI can monitor release processes by analyzing error logs, detecting anomalies, and improving…","key_points":[],"chapters":[],"topics":[],"duration_seconds":606,"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/ai-monitored-release-processes-a-log-anomaly-checker-ep-172/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/ai-monitored-release-processes-a-log-anomaly-checker-ep-172.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}