Token cost: is it cheaper to let an agent manage Kubernetes with CLI or MCP?
Four hypotheses tested in 40 measured agent runs across five Kubernetes operations (incident repair, a failed rollout, a capacity change, a memory fix and a Helm lifecycle), each evaluated per session with Agent Tokenwatch against independently verified success.