observability-guidelines

Standardize observability across microservices by adopting a structured architecture for tracing, metrics, and logging that enforces consistent practices across distributed teams. This approach provides reference architectures and decision tables to align your services.

Implement OpenTelemetry tracing by integrating context propagation across service boundaries and configuring appropriate sampling rates for development and production environments. This ensures consistent distributed tracing throughout your system architecture.

Build Prometheus dashboards by creating metrics aligned with the golden signals framework and visualizing them in Grafana. This strategy provides reference architectures to monitor latency, traffic, errors, and saturation consistently.

Structured logging standards are required for distributed systems observability to ensure logs can be correlated with trace IDs across services. Using standardized formats enables effective troubleshooting and context propagation throughout your microservices.

Your observability strategy lacks consistency because of the absence of structured governance for tracing, metrics, and logging. Establishing clear standards using OpenTelemetry and Prometheus provides the necessary architectural reference to align your teams.