What problem does it solve?
Configures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines alerting rules, and instruments distributed tracing. Implements Prometheus/Grafana stacks, conducts load testing, performs application profiling, and plans infrastructure capacity. Use when setting up application monitoring, adding observability to services, debugging production issues with logs/metrics/traces, running load tests with k6 or Artillery, profiling CPU/memory bottlenecks, or forecasting capacity needs.
Core Features & Use Cases
- Structured logging pipelines, log redaction, and correlation across services
- Prometheus/Grafana dashboards, alerting rules, and health checks
- OpenTelemetry tracing, context propagation, and distributed tracing integration
- Load testing guidance with k6 or Artillery, profiling integrations, and capacity planning
- Use cases include debugging production issues, capacity forecasting, and performance optimization
Quick Start
Enable a starter monitoring stack by wiring logs, metrics, and traces, then bootstrap dashboards and alerts for a chosen service.