# 323 - David Yanacek on 20 Years of Innovation at AWS Page: https://stenobird.com/podcast/code-with-jason-461761/323-david-yanacek-on-20-years-of-innovation-at-aws Text version: https://stenobird.com/podcast/code-with-jason-461761/323-david-yanacek-on-20-years-of-innovation-at-aws.md Podcast: [Code with Jason](https://stenobird.com/podcast/code-with-jason-461761) Published: 2026-07-01T20:00:00+00:00 Episode link: https://www.buzzsprout.com/1878319/episodes/19426102-323-david-yanacek-on-20-years-of-innovation-at-aws.mp3 Audio file: https://www.buzzsprout.com/1878319/episodes/19426102-323-david-yanacek-on-20-years-of-innovation-at-aws.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/code-with-jason-461761/episodes/323-david-yanacek-on-20-years-of-innovation-at-aws Duration seconds: 4205 ## Resource In this episode I talk with David Yanacek about his journey from operating Amazon's web server fleet to revolutionizing DevOps at AWS. We discuss AI in software development, spec-driven development, and universal testing techniques. David shares insights into operational excellence and the Amazon Builders Library. Links: - Amazon Builders Library - Nonsense Monthly ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/code-with-jason-461761/episodes/323-david-yanacek-on-20-years-of-innovation-at-aws/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/code-with-jason-461761/323-david-yanacek-on-20-years-of-innovation-at-aws.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.