Why it matters

Agent metrics enable SLOs. Skipping = flying blind.

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The architecture

Request rate + latency + errors + tokens.

Prometheus scrape.

Grafana dashboards.

Agent metricsInstrumentcounters + histogramsScrapePrometheusDashboardGrafanaPrometheus + Grafana + OpenTelemetry standard for LLM apps
Agent metrics.
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How it works end to end

Prometheus scrape.

Grafana dashboards.

OpenTelemetry standard.