Metrics Dashboard Builder

Metrics Dashboard Builder generates dashboard configurations and React components for monitoring business and operational metrics.

Grafana Dashboards

Generates Grafana JSON dashboard definitions with: time-series panels for RED metrics (Rate, Errors, Duration), stat panels for current value + trend, histogram panels for latency percentile distribution, and table panels for top-N rankings. Pre-built panels for common data sources: Prometheus, Loki, CloudWatch, and PostgreSQL.

Prometheus Stack

Prometheus `prometheus.yml` scrape config, alerting rules (YAML) for SLO breach detection, and Alertmanager routing to Slack, PagerDuty, or email. Recording rules for pre-aggregating expensive queries.

React Dashboards

Recharts-based dashboard components with: `<LineChart>` for time-series, `<BarChart>` for categorical comparisons, `<PieChart>` for composition, `<ScatterChart>` for correlation. Real-time updates via SWR polling or WebSocket subscription. Dark/light mode via CSS custom properties.

Metric Design

Helps define meaningful metrics following DORA (deployment frequency, lead time, MTTR, change failure rate) or SRE four golden signals (latency, traffic, errors, saturation).

Alert Fatigue Prevention

Alert rule design guidance: alert on symptoms not causes, appropriate thresholds with time-window evaluation, runbook URL in every alert annotation, and severity routing (critical → page, warning → ticket).