Incident Triage
When the vehicle-to-cloud pipeline starts throwing errors, telemetry ingestion degrading, a consumer group falling behind, a service timing out after a deploy, the alert itself opens an investigation. A policy-governed agent gathers the evidence a responder would have hunted for by hand, and posts a diagnosis that cites all of it.
What the agent gathers
Error rates, latency percentiles, saturation, queried from your dashboards through a governed tool path, captured as artifacts.
The distributed trace that shows which downstream dependency is timing out, and the log lines that say why.
What shipped, and when, correlated against the moment the error rate moved. Most incidents start with a deploy.
Consumer lag, partition skew, and backpressure across the messaging layer that carries vehicle telemetry into the platform.
Trigger to review
An alert fires, an incident is declared in your on-call tooling, or an operator dispatches an event by hand. Each is an event, not a chat prompt, and each resolves to a configured agent, tool set, and policy before any work begins.
Alert · error rate 14× baseline since 03:02
The agent works the incident the way a strong responder would: correlate the error spike with the deploy timeline, follow the trace to the dependency that's timing out, check whether the streams behind it are healthy. Every tool call runs through the governed registry, and every artifact is preserved at the moment of collection.
// every call is governed and recorded await run.tools.grafana.query({ panel: "5xx-by-route", window: "03:00..03:15" }) → artifact ev-07 · captured · cited later await run.tools.k8s.rollouts("telemetry-ingest") → artifact ev-08 · deploy at 03:02
The report lands where your responders already work. A deploy at 03:02 introduced an aggressive timeout on the battery-state dependency; the 5xx spike follows it by seconds; here are the three artifacts that show it. The on-call engineer confirms or challenges, and the whole exchange joins the provenance trail.
Triage, accounted for
Open the investigation on the alert itself, gather evidence under policy, and hand your responders a diagnosis they can verify claim by claim.