Your DevOps automation is invisible to AI. That's AI-Debt. And it's compounding.

A new concept for platform and DevOps engineers, and why the window to act is narrower than you think. A few months ago I set out to build an internal DevOps agent. The goal was straightforward: diagnose pipeline failures and surface root causes faster than any engineer could manually. I was writing Python functions, connecting to the ADO REST API, the Kubernetes client, the Azure SDK. Building the integration layer from scratch. A senior colleague asked one question that changed everything: "...