{"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":"Token-Based Billing Is Nuts (Ep. 158)","slug":"token-based-billing-is-nuts-ep-158","published_at":"2026-06-05T13:00:00+00:00","page_url":"https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/token-based-billing-is-nuts-ep-158","show_page_url":"https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168","url":"https://api.riverside.com/hosting-analytics/media/b4fd3ee200e88e4d0be588ba9345cddbbc511e64d4f54fa66b730d3f780d4a8a/eyJlcGlzb2RlSWQiOiI3OTFlZWQ2NS0yZjkxLTQyZTYtOWY4Yi0xMzNiZDk3MDUwOWQiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmEyMDUwZmY3NjZiYThmNDBlNDAwZTc4L25ldmVyLXJld3JpdGUtY29tcG9zZXItMjAyNi02LTNfXzE4LTYtMjMubXAzIn0=.mp3","audio_url":"https://api.riverside.com/hosting-analytics/media/b4fd3ee200e88e4d0be588ba9345cddbbc511e64d4f54fa66b730d3f780d4a8a/eyJlcGlzb2RlSWQiOiI3OTFlZWQ2NS0yZjkxLTQyZTYtOWY4Yi0xMzNiZDk3MDUwOWQiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmEyMDUwZmY3NjZiYThmNDBlNDAwZTc4L25ldmVyLXJld3JpdGUtY29tcG9zZXItMjAyNi02LTNfXzE4LTYtMjMubXAzIn0=.mp3","summary":"Jeffrey Sherman and Isaac Askew explore the pitfalls of token-based billing models, comparing them to hourly billing and value-based billing. They discuss how these models create adversarial relationships, obscure true costs, and impact incentives for vendors and users alike.","meta_description":"Jeffrey Sherman and Isaac Askew explore the pitfalls of token-based billing models, comparing them to hourly billing and value-based billing. They discuss…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1602,"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/token-based-billing-is-nuts-ep-158/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/token-based-billing-is-nuts-ep-158.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}