Kubernetes 1.33 and 1.34 take in-place Pod resource updates from beta to battle-ready. You can now tweak CPU and memory on the fly - no Pod restarts needed. It's on by default.
What’s new: memory downsizing with guardrails, kubelet metrics that actually tell you what’s going on, and smarter retries that won’t leave high-priority Pods hanging
