# Upskilling your agents Page: https://stenobird.com/podcast/adventures-in-devops/upskilling-your-agents Text version: https://stenobird.com/podcast/adventures-in-devops/upskilling-your-agents.md Podcast: [Adventures in DevOps](https://stenobird.com/podcast/adventures-in-devops) Published: 2026-03-28T00:00:00+00:00 Episode link: https://adventuresindevops.com/episodes/267-upskilling-your-agents-skills Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/70959256/download.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/adventures-in-devops/episodes/upskilling-your-agents Duration seconds: 3198 ## Resource Share Episode                     In this adventure, we sit down with Dan Wahlin, Principal of DevRel for JavaScript, AI, and Cloud at Microsoft, to explore the complexities of modern infrastructure. We examine how cloud platforms like Azure function as "building blocks". Which of course, can quickly become overwhelming without the right instruction manuals. To bridge this gap, one potential solution we discuss is the emerging reliance on AI "skills"—specialized markdown files. They can give coding agents the exact knowledge needed to deploy poorly documented complex open-source projects to container apps without requiring deep infrastructure expertise.           And we are saying the silent part outloud, as we review how handing the keys over to autonomous agents introduces terrifying new attack vectors. It's the security nightmare of prompt injections and the careless execution of unvetted AI skills. Which is a blast from the past, and we reminisce how current downloading of random agent instructions to running untrusted executables from early internet sites. While tools like OpenClaw purport to offer incredible automation, such as allowing agents to scour the internet and execute code without human oversight, it's already led us to disastrous leaks of API keys. We emphasize the critical necessity of validating skills through trusted repositories where even having agents perform security reviews on the code before execution is not enough.           Finally, we tackle the philosophical debate around AI productivity and why Dorota's LLMs raise the floor and not the ceiling is so spot on. The… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/adventures-in-devops/episodes/upskilling-your-agents/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/adventures-in-devops/upskilling-your-agents.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.