# E199: Rethinking Infra-as-Code for the AI Era Page: https://stenobird.com/podcast/open-source-startup-podcast/e199-rethinking-infra-as-code-for-the-ai-era Text version: https://stenobird.com/podcast/open-source-startup-podcast/e199-rethinking-infra-as-code-for-the-ai-era.md Podcast: [Open Source Startup Podcast](https://stenobird.com/podcast/open-source-startup-podcast) Published: 2026-07-14T18:58:48+00:00 Episode link: https://podcasters.spotify.com/pod/show/ossstartuppodcast/episodes/E199-Rethinking-Infra-as-Code-for-the-AI-Era-e3m35li Audio file: https://anchor.fm/s/3eab794c/podcast/play/122836082/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-14%2F5d9b6839-0920-3750-5dee-ee87ae3b008c.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/open-source-startup-podcast/episodes/e199-rethinking-infra-as-code-for-the-ai-era Duration seconds: 2547 ## Resource This Open Source Startup Podcast episode has our co-hosts Robby and Tim in conversation with Pavlo Baron from Platform Engineering Labs - creators of open source infra-as-code platform formae . This podcast explores why traditional infrastructure-as-code tools like Terraform and Pulumi can struggle with state, drift, and the disconnect between code and real-world infrastructure. Pavlo shares lessons from building Instana and explains how those experiences led to Formae, an open-source approach that treats infrastructure state as accessible, executable code using Apple’s Pkl language. The conversation also looks at what infrastructure management needs in the AI era. By reducing low-level complexity and giving both humans and AI agents safer abstractions for discovering, modifying, and reconciling infrastructure, Formae aims to make infrastructure automation more reliable and less labor-intensive. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/open-source-startup-podcast/episodes/e199-rethinking-infra-as-code-for-the-ai-era/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/open-source-startup-podcast/e199-rethinking-infra-as-code-for-the-ai-era.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.