Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.

Grafana Dashboards Create and manage production ready Grafana dashboards for comprehensive system observability. Purpose Design effective Grafana dashboards for monitoring applications, infrastructure, and business metrics. When to Use Visualize Prometheus metrics Create custom dashboards Implement SLO dashboards Monitor infrastructure Track business KPIs Dashboard Design Principles 1. Hierarchy of Information 2. RED Method (Services) Rate Requests per second Errors Error rate Duration Latency/response time 3. USE Method (Resources) Utilization % time resource is busy Saturation Queue length/wait time Errors Error count Dashboard Structure API Monitoring Dashboard Reference: See assets/api dashboard.json Panel Types 1. Stat Panel (Single Value) 2. Time Series Graph 3. Table Panel 4. Heatmap Variables Query Variables Use Variables in Queries Alerts in Dashboards Dashboard Provisioning dashboards.yml: Common Dashboard Patterns Infrastructure Dashboard Key Panels: CPU utilization per node Memory usage per node Disk I/O Network traffic Pod count by namespace Node status Reference: See assets/infrastructure dashboard.json Database Dashboard Key Panels: Queries per second Connection pool usage Query latency (P50, P95, P99) Active connections Database size Replication lag Slow queries Reference: See assets/database dashboard.json Application Dashboard Key Panels: Request rate Error rate Response time (percentiles) Active users/sessions Cache hit rate Queue length Best Practices 1. Start with templates (Grafana community dashboards) 2. Use consistent naming for panels and variables 3. Group related metrics in rows 4. Set appropriate time ranges (default: Last 6 hours) 5. Use variables for flexibility 6. Add panel descriptions for context 7. Configure units correctly 8. Set meaningful thresholds for colors 9. Use consistent colors across dashboards 10. Test with different time ranges Dashboard as Code Terraform Provisioning Ansible Provisioning Related Skills prometheus configuration For metric collection slo implementation For SLO dashboards

grafana-dashboards