[PrimalPower]

agreed, ultimately claude is faster than an expert K8s in my org at finding things. kubectl has a lot of commands and things to cross-reference. AI Agents handle it like a champ.

That being said, Claude is dumb. I've seen it over-complicate diagnosing things - even though it's initial theory was correct.

I am convinced a good harness can solve this.

Outside of the k8s operating model, I don't see the point of becoming a wiz at the CLI. I learn by practice and I atrophy if i do not practice, there's no world where I will get enough practice to do it on my own anymore.

I compensate by trying to either move up or down the stack depending on the problem.