Observability in Practice

2026-03-19

Observability in Practice

Practical guidance for implementing observability in microservice environments.

Summary

This research note discusses pragmatic choices when adding observability to microservices: metrics, traces, and logging trade-offs.

Recommendations

  • Instrument business-critical paths
  • Use sampling for high-volume traces
  • Correlate logs with trace IDs