Introducing Kubeflow MCP: An Agent Interface for Cloud Native AI at Scale

Agent-Native Infrastructure AI agents are rapidly becoming the primary interface for software development. Engineers use them to write code, debug systems, and automate operational workflows. But when it comes to AI infrastructure (submitting training jobs, managing GPU resources, monitoring distributed workloads) agents hit a wall.