Headlamp 0.34 drops an alpha AI Assistant plugin—natural language for your cluster, powered by OpenAI, Anthropic, or Mistral. Ask it to explain logs, troubleshoot issues, manage resources. It speaks Kubernetes, with tooling and model config baked in.System shift: Cluster UIs are getting chatty. Less clicking, more declaring. Welcome to the language-layer era of ops.