name	structured-logging-and-observability
description	Use this skill when building production services, pipelines, or automation that needs to be debugged, monitored, or audited. Add structured logs, metrics, and health checks before shipping any service.
category	automation

Structured Logging and Observability

Log levels:

Structured logs (JSON) over free-form text:

import structlog
log = structlog.get_logger()
log.info("request_complete", method="POST", path="/api/data", status=200, latency_ms=42)

Metrics to expose: request rate, error rate, latency (p50/p95/p99), queue depth.

Health check endpoint: /health returning {"status": "ok"} — required for load balancers.

Anti-pattern: Logging only on error; you can't diagnose what you didn't observe.

name	structured-logging-and-observability
description	Use this skill when building production services, pipelines, or automation that needs to be debugged, monitored, or audited. Add structured logs, metrics, and health checks before shipping any service.
category	automation

Log levels:

Structured logs (JSON) over free-form text:

import structlog
log = structlog.get_logger()
log.info("request_complete", method="POST", path="/api/data", status=200, latency_ms=42)

Metrics to expose: request rate, error rate, latency (p50/p95/p99), queue depth.

Health check endpoint: /health returning {"status": "ok"} — required for load balancers.

Anti-pattern: Logging only on error; you can't diagnose what you didn't observe.

structured-logging-and-observability