Product model
Release-aware
Logs, traces, issues, and actions include release and environment so agents
can compare versions safely.
Grouped issues
Errors group by stable fingerprint so teams can track one issue across many
occurrences.
Action events
Actions are product events, such as signups, checkouts, imports, or failed
jobs.
Agent-readable
CLI and API reads return predictable JSON for coding agents and local tools.
What to send
releaseandenvironmenton every telemetry envelope.- Stable names for services, actions, and issue fingerprints.
- Trace context when logs, spans, actions, and issues belong to the same user journey.
- Canonical severity values:
info,warning,error, andcritical. - Useful attributes for debugging, without secrets or unnecessary personal data.
