Scale your own way, using HPA with built-in support for PromQL metrics queries in GKE

GKE now lets the Horizontal Pod Autoscaler run PromQL queries against Cloud Monitoring metrics, removing the need for external adapters. The update routes metrics directly to HPA, cutting latency to five seconds and simplifying setup, though full GA and self‑hosted Prometheus support are still pending.