Every AI Coding DevTool Is an Agent VM. Here’s What That Means for Kubernetes.

The architecture that Cursor, Claude Code, Copilot, and Kiro all share - and why it changes how you think about production agent deployment Part 1 of 2 You’re probably using one or of them by now. Be it Cursor editing files and running tests, GitHub Copilot autonomously working through a task and opening a PR, or Kiro generating and refining code from a spec. These devtools are running agents, systems that reason, plan, and take actions in a loop until a goal is reached. And they’re doing it on a compute surface you own: your developer machine. That matters than it sounds.