Monitoring & Observability Projects

Choose Prometheus for metrics collection and alerting, especially in Kubernetes-based environments where its pull-based model and powerful query language (PromQL) excel. Use Grafana as your visualization and dashboarding layer, as it integrates with Prometheus and dozens of other data sources to create comprehensive monitoring dashboards. For end-to-end pipeline observability, consider combining these tools with your orchestrator's built-in monitoring capabilities.