Capture Kubernetes cluster state to a portable archive and replay it through a mock API server — use kubectl against a customer's environment without live cluster access.
aiHelpDesk: Agentic DB SRE support system that learns from every incident. A database reasoning layer equipped with a governed actuation arm that treats human operators and upstream agents indiscriminately