How do you optimize costs for Kubernetes workloads in the cloud? Discuss resource requests and limits, cluster autoscaling, bin packing, namespace cost allocation, and tooling.

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Kubernetes cost optimization is particularly challenging because the container orchestration layer adds abstraction between cloud resources and application workloads. Teams often over-provision both at the node level and the pod level, creating compounding waste.