📄️ App Onboarding
End-to-end workflow for onboarding applications to Prometheus — from instrumentation strategy to ServiceMonitor creation and verification
📄️ PromQL Querying
Execute safe PromQL queries with automatic counter rate enforcement, series cardinality guards, and dynamic step downsampling via the Prometheus MCP Server.
📄️ TSDB FinOps
Cardinality analysis, label optimization, recording rules, and remote-write configuration for Prometheus cost control
📄️ Rule Management
Alerting rule authoring, validation, unit testing, historical simulation, and autonomous CRD upsert
📄️ Troubleshooting
Diagnose unhealthy Prometheus scrape targets, DNS/TLS scrape errors, and missing exporter metrics across Kubernetes clusters using the Prometheus MCP Server.