Sun. Apr 5th, 2026

Kubernetes Autoscaling: What Breaks Under Real Traffic


Kubernetes autoscaling looks straightforward on paper.

Define resource requests.

Set up the Horizontal Pod Autoscaler (HPA).

Choose CPU or custom metrics.

Let the cluster scale automatically.

By uttu

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