UnifiedFlow Remote Run Telemetry and Health Evidence
This is a queued continuation lab for the UnifiedFlow data-center platform. It exists so the overview lab can stay focused on the whole system while this subsystem gets its own evidence, figures, and update loop.
Research Question
What telemetry proves that a remote scientific run is healthy enough to continue, retry, pause, or promote?
Current Evidence
The current neuroscience run calls for resource-telemetry.jsonl with CPU, RAM, RTX A4500 utilization, GPU memory, temperature, power, and canary process working sets.
Platform Use
This lab should connect run telemetry to stage boundaries, worker heartbeats, retry decisions, postmortems, and promotion gates.
Desired Outcome
A remote run becomes an observable scientific operation with resource evidence attached to every consequential stage transition.
Continuation Work
Define the telemetry schema, sampling cadence, retention policy, and run-level charts that compare motion, postmotion, extraction, and critic phases.
Starting Figure Obligation
This lab needs at least one subsystem figure promoted from evidence: a state machine, network, hierarchy, matrix, or time-series chart depending on the subsystem. The figure should make the operating decision inspectable, not merely decorate the page.
Claim Boundary
This page is a draft queue item. It should not be treated as a final scientific or operational claim until evidence links, figures, and review-state decisions are added.