Observability¶

Metrics (RED): rate, errors, duration per service. USE: utilization, saturation, errors for nodes. Logs: structured, correlation IDs (trace_id in message meta). Traces: OTel from gateway through workers.

On-call value comes from dashboards + runbooks wired to the same metric names — see Astra Metrics and Operations.