act, for the latter (for example, testing a canary version that may not even be ready or intended for wider exposure), the canary deployment in Kubernetes would be done using two Deployments with <a href="https://kubernetes.io/docs/concepts/cluster-administration/manage-deployment/#using-labels-effectively">common pod labels</a>. In this case, we can’t use autoscaling anymore because it’s now being done by two independent autoscalers, one for each Deployment, so the replica ratios (percentages) may vary