Observation supervision
This section documents the observation supervision utilities used to stabilize and validate observation state transitions derived from multiple subsystems.
The supervision layer:
buffers asynchronous subsystem updates,
applies debounce and max-latency timing,
evaluates scan consistency rules,
publishes a final ObsState through the state model.