production-observability

Installation
SKILL.md

Production Observability

Instrument user-visible operations and operational boundaries, not every method.

Baseline

  • Add Actuator and one metrics registry selected by the deployment platform.
  • Use Micrometer Observation for application metrics and traces.
  • Use Micrometer Tracing with the chosen bridge; do not mix tracing APIs throughout business code.
  • Export through OTLP when the platform standardizes on OpenTelemetry collectors.
  • Expose only required actuator endpoints and secure every non-public endpoint.

Observation conventions

  • Name observations by stable operation, such as orders.create.
  • Keep metric tags low-cardinality: method, outcome, region, or bounded status.
  • Put request IDs, user IDs, order IDs, and exception messages only in traces or logs.
  • Propagate context across @Async, executor, and Reactor boundaries.
  • Record latency, throughput, failures, and saturation for every external dependency.
Installs
30
GitHub Stars
271
First Seen
Aug 11, 2026
production-observability — rrezartprebreza/spring-boot-skills