Shaaf's blog

A technical blog about Java, Kubernetes and things that matter

Blast Radius for Agent-Assisted Development on Kubernetes

Why structured impact queries matter when you pair with a coding agent

If you use Cursor or Claude Code on large repos, blast radius gives your agent bounded structural facts instead of grep guesses. A Kubernetes walkthrough for engineers: what to expect, when it helps, and when your IDE is still the better tool.