Prometheus & PromQL Reference: rate() vs irate(), histogram_quantile, and K8s Monitoring Queries

Prometheus and PromQL are powerful once you understand the data model. Here's what trips people up. rate() vs irate() — when to use which rate() — smoothed per-second rate over a range. Stable for alerting. irate() — instantaneous rate from the last...