Skip to content
Sign in
Artwork for KubeFM
KubeFM · May 5 · 38 min

AI Agents Running Kubernetes, with Mike Solomon

What happens when an AI agent stops generating Kubernetes YAML and starts operating the cluster directly? Mike Solomon, software engineer at AIATELLA, explains how his team moved from a sprawling Helm setup to Markdown-driven infrastructure specs that Claude Code can execute, test, and refine. You will learn Why Helm became hard to maintain for a fast-moving medical infrastructure repo How Claude debugged Argo, TLS conflicts, kubectl patches, and private registry credentials How runbooks plus agent memory files capture failures so deployments become reproducible. It is a practical look at where Kubernetes automation may be heading: less hand-written YAML, more precise intent, and a sharper definition of when the human must stay in the loop. Sponsor This episode is sponsored by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person or remote training. More info Find all the links and info for this episode here: https://ku.bz/y70mLvWNs Interested in sponsoring an episode? Learn more.

0:00-38:11
Play in

transcript

No transcript — this publisher did not publish one.

show notes

What happens when an AI agent stops generating Kubernetes YAML and starts operating the cluster directly?

Mike Solomon, software engineer at AIATELLA, explains how his team moved from a sprawling Helm setup to Markdown-driven infrastructure specs that Claude Code can execute, test, and refine.

You will learn

  • Why Helm became hard to maintain for a fast-moving medical infrastructure repo

  • How Claude debugged Argo, TLS conflicts, kubectl patches, and private registry credentials

  • How runbooks plus agent memory files capture failures so deployments become reproducible.

It is a practical look at where Kubernetes automation may be heading: less hand-written YAML, more precise intent, and a sharper definition of when the human must stay in the loop.

Sponsor

This episode is sponsored by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person or remote training.

More info

links3

more episodes

All episodes