Monitoring

S4 provides built-in observability through Prometheus-compatible metrics and a JSON stats API for dashboards and alerting.

Prometheus Metrics

S4 exposes metrics in Prometheus text format on the main HTTP port at /metrics.

Stats API

S4 provides a lightweight JSON stats endpoint designed for dashboard widgets and quick health checks.