{"podcast":{"title":"The New Stack Podcast","slug":"the-new-stack-podcast-1092634","podcast_index_feed_id":1092634,"rss_url":"https://feeds.simplecast.com/IgzWks06","website_url":"https://thenewstack.simplecast.com","image_url":"https://image.simplecastcdn.com/images/1425ebfd-95bd-4a66-b963-a0b885c75680/bb688835-10e4-4197-b01f-34221ccb5d38/3000x3000/tns-makers-logo-simplecast.jpg?aid=rss_feed","author":"The New Stack Podcast","episode_count":300,"summary":"The New Stack Podcast is all about the developers, software engineers and operations people who build at-scale architectures that change the way we develop and deploy software. For more content from The New Stack, subscribe on YouTube at: https://www.youtube.com/c/TheNewStack","last_synced_at":"2026-07-08T06:18:52.955116+00:00","page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634"},"episode":{"title":"Why AI engineering needs old-school discipline","slug":"why-ai-engineering-needs-old-school-discipline","published_at":"2026-04-24T21:35:00+00:00","page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634/why-ai-engineering-needs-old-school-discipline","show_page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634","url":"https://thenewstack.simplecast.com/episodes/why-ai-engineering-needs-old-school-discipline-At9M7eQV","audio_url":"https://cdn.simplecast.com/media/audio/transcoded/317e9dbc-9a52-4da7-9725-c4578874b757/5672b58f-7201-4e0e-b0af-da702259d97f/episodes/audio/group/f1049951-6f1a-42a6-9eb6-6ede485eec6b/group-item/0f80bea6-b2d4-4b14-bf63-220ef631ac4e/128_default_tc.mp3?aid=rss_feed&feed=IgzWks06","summary":"In this episode of The New Stack Makers, Nimisha Asthagiri of ThoughtWorks explores why many AI initiatives stall between proof of concept and production. A key issue is that organizations focus on speed—asking how to move faster—rather than rethinking what new capabilities AI actually enables. Successful companies take a systems-thinking approach, investing in organizational literacy and aligning teams around meaningful use cases instead of retrofitting AI into existing workflows.","meta_description":"In this episode of The New Stack Makers, Nimisha Asthagiri of ThoughtWorks explores why many AI initiatives stall between proof of concept and production.…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1466,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-new-stack-podcast-1092634/episodes/why-ai-engineering-needs-old-school-discipline/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634/why-ai-engineering-needs-old-school-discipline.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}