observability-design

Design observability by planning the three-pillar approach across services: traces for request flow, logs for structured event data, and metrics for system health. This blueprint outlines formats, OpenTelemetry configuration, and SLIs/SLAs to ensure reliable monitoring.

Configure OpenTelemetry by scaffolding tracing, logging, and metrics wiring in your codebase and deploying an OpenTelemetry Collector. This setup provides a tooling blueprint for capturing telemetry data, establishing dashboards, and defining alerting strategies.

Define SLIs and SLAs by establishing measurable performance guarantees during your system refactor. The design process outlines specific health checks and metrics tracking to ensure your production systems meet reliability targets and alerting thresholds.

Implement structured logging by defining standardized log formats and strict masking rules for sensitive data. This safe data practice ensures production debugging remains compliant while providing clear event context within your observability architecture.

This observability design applies to both new microservices applications and existing system refactors. It scaffolds the necessary tracing, logging, and metrics wiring to guarantee measurable SLIs and SLAs regardless of your project's current lifecycle stage.

Set up alerting strategies by configuring threshold-based rules derived from your defined SLIs and SLAs. The observability tooling blueprint connects these alerts to your metrics and health checks, ensuring rapid notification for production system performance degradation.