Backend

When 'Average' is not enough

Stefano
Backend , Observability
26 Dec, 2025

How we used the Poisson distribution's variance-to-mean ratio to diagnose bursty traffic that standard Prometheus dashboards couldn't see, and fixed latency spikes without scaling up.