Harbor launches rollout servers: a control plane for agent workloads

WalterReade · x · 2026-11-14

alexgshaw introduced harbor serve, exposing rollout servers as APIs/MCPs to launch jobs, monitor rollouts, query results, and pause/cancel/retry/resume jobs — the missing control plane for Harbor workloads. Architecture: clients (SDK/viewer/CLI/MCP/API) hit a server with submit/query/pause/retry/resume/cancel, feeding a queue that dispatches to rollout workers.

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