Segment 19
This sub-session completed the status API by committing the changes, then shifted to integrating live monitoring into the vast-manager management UI. The assistant analyzed the Go service, added a GET /api/cuzk-status/{uuid} endpoint that uses SSH ControlMaster to efficiently poll the cuzk daemon's HTTP status endpoint without exposing ports. The UI was extended with a live visualization panel featuring a memory gauge, per-job partition pipeline grid with color-coded phases, GPU worker state cards, SRS/PCE allocation tables, and aggregate counters. The panel polls every 1.5 seconds and uses an AbortController to cleanly stop when the instance is collapsed.
Commit status API changesIntegrate live monitoring into vast-manager UIAdd cuzk-status API endpoint with SSH ControlMaster pollingBuild live visualization panel for proof pipelineImplement polling lifecycle with AbortController
From Black Box to Dashboard: The Observability Architecture of a GPU Proving Engine