Autoscaler misconfiguration causes rapid pod churn in Kubernetes

Autoscaler misconfiguration causes rapid pod creation and destruction cycles (churn) in Kubernetes, wasting resources and destabilizing services.

Review autoscaler configuration and thresholds. Monitor Kubernetes events and pod metrics for churn patterns. Tune scaling policies to prevent oscillation. Use Kubernetes observability tools to track pod lifecycle events.