Observability¶

Logging¶

Structured logs with sampling and redaction support.

Metrics¶

Expose counters and latency distributions (p50/p95/p99).

Tracing¶

Use trace context propagation for cross-service request tracking.

Health¶

Use liveness/readiness/startup checks for orchestration systems.