Standardize telemetry names before buying another dashboard_
OpenTelemetry semantic conventions provide common names across traces, metrics, logs, profiles, and resources. That standardization is mundane—and exactly why it makes cross-service diagnosis possible.
- OpenTelemetry
- Telemetry
- Platform Engineering
OpenTelemetry semantic conventions provide common names across traces, metrics, logs, profiles, and resources. That standardization is mundane—and exactly why it makes cross-service diagnosis possible.
When each team names the same request, database, or error differently, dashboards become translation projects. A new observability vendor does not repair inconsistent instrumentation.
What changes in practice_
Adopt a small supported attribute set, review cardinality, and make instrumentation part of service templates and code review.
- Prefer common attributes over local inventions.
- Control high-cardinality values.
- Version conventions as the organization changes.
Our take_
The durable advantage is not adopting the newest tool first. It is building the identity, state, evidence, and operating boundaries that let a real team own the system after launch.