Another approach would be to use Kubernetes Persistent Volumes. This is a type of data storage that exists in the cluster and remains even after a pod is destroyed. You can use a Kubernetes object called a "stateful set" to ensure that your updated application can communicate with the same volume as the previous pod.
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A quick primer on popular data storage techniques for kubernetes applications
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