Kubernetes autoscaling works best when teams match the metric to the workload: queue latency for synchronous web traffic, queue depth for background jobs ...
Kubernetes' HPA's apiVersion: autoscaling/v2 implies that HPAs are a mature API. In reality, it's still a bit of an untamed frontier ...