Can a Cloud-Native Harness Make Agents Reliable Beyond the Desktop?
Kubernetes creators are building a cloud-native harness to make coding agents reliable at scale
“What if coding agents could be managed in the same way?”
Two creators of Kubernetes have founded Stacklok, betting that cloud-native orchestration principles can solve the reliability and session-management problems that plague current coding agents like Claude Code. The analogy maps Kubernetes control loops to agent harness management, addressing context preservation, tool isolation, and failure recovery. This matters because it signals a maturation of the agent infrastructure layer, with veteran systems engineers now treating agent orchestration as a solved-class problem akin to container orchestration in the early 2010s.