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This skill streamlines the implementation of comprehensive observability in FastAPI services by providing standardized patterns for structured JSON logging, real-time metrics, and distributed tracing. It includes pre-configured middleware for request tracking, custom decorators for monitoring database and cache performance, and robust health check endpoints compatible with Kubernetes liveness and readiness probes. Whether you are debugging a local service or scaling a microservice architecture, this skill ensures your backend provides the telemetry data needed for modern monitoring stacks like Grafana, Prometheus, and Jaeger.
