# D2DO307: Why AI Can’t Replace DevOps Fundamentals Page: https://stenobird.com/podcast/the-everything-feed-all-packet-pushers-pods-414132/d2do307-why-ai-can-t-replace-devops-fundamentals Text version: https://stenobird.com/podcast/the-everything-feed-all-packet-pushers-pods-414132/d2do307-why-ai-can-t-replace-devops-fundamentals.md Podcast: [The Everything Feed - All Packet Pushers Pods](https://stenobird.com/podcast/the-everything-feed-all-packet-pushers-pods-414132) Published: 2026-07-15T17:06:01+00:00 Episode link: https://packetpushers.net/podcasts/day-two-devops/d2do307-why-ai-cant-replace-devops-fundamentals/ Audio file: https://feeds.packetpushers.net/link/17420/17380842/D2DO307.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-everything-feed-all-packet-pushers-pods-414132/episodes/d2do307-why-ai-can-t-replace-devops-fundamentals Duration seconds: 2426 ## Resource Ned and Kyler welcome Andrew Brown, co-founder of ExamPro, to discuss how AI is reshaping the IT education and training landscape. They discuss why foundational technical knowledge remains vital, how AI-generated answers can make mistakes at scale, and the importance of learning how to troubleshoot when automated tools hit their limits. Episode Links: Watch this ... Read more » ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-everything-feed-all-packet-pushers-pods-414132/episodes/d2do307-why-ai-can-t-replace-devops-fundamentals/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-everything-feed-all-packet-pushers-pods-414132/d2do307-why-ai-can-t-replace-devops-fundamentals.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.