# How to Design AI-Powered APIs That Actually Work in Enterprise (Step-by-Step With Real Code) Page: https://stenobird.com/podcast/science-tech-brief-by-hackernoon-6365658/how-to-design-ai-powered-apis-that-actually-work-in-enterprise-step-by-step-with-real-code Text version: https://stenobird.com/podcast/science-tech-brief-by-hackernoon-6365658/how-to-design-ai-powered-apis-that-actually-work-in-enterprise-step-by-step-with-real-code.md Podcast: [Science Tech Brief By HackerNoon](https://stenobird.com/podcast/science-tech-brief-by-hackernoon-6365658) Published: 2026-07-01T16:00:45+00:00 Episode link: https://share.transistor.fm/s/4eefc80a Audio file: https://media.transistor.fm/4eefc80a/a1a388e5.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/science-tech-brief-by-hackernoon-6365658/episodes/how-to-design-ai-powered-apis-that-actually-work-in-enterprise-step-by-step-with-real-code Duration seconds: 449 ## Resource This story was originally published on HackerNoon at: https://hackernoon.com/how-to-design-ai-powered-apis-that-actually-work-in-enterprise-step-by-step-with-real-code . Most AI APIs work in demos and break in production. Here's the complete beginner's guide to designing AI-powered APIs that are secure and reliable. Check more stories related to science at: https://hackernoon.com/c/science . You can also check exclusive content about #beginners , #tutorial , #enterprise , #cloud-computing , #api , #aws , #artificial-intelligence , #contest-tags , and more. This story was written by: @cloudsavant . Learn more about this writer by checking @cloudsavant's about page, and for more stories, please visit hackernoon.com . Most AI APIs work in demos and break in production. Here's the complete beginner's guide to designing AI-powered APIs that are secure and reliable. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/science-tech-brief-by-hackernoon-6365658/episodes/how-to-design-ai-powered-apis-that-actually-work-in-enterprise-step-by-step-with-real-code/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/science-tech-brief-by-hackernoon-6365658/how-to-design-ai-powered-apis-that-actually-work-in-enterprise-step-by-step-with-real-code.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.