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The CNCF presents three reproducible scenarios that illustrate the difference between having backups and actually being able to recover stateful Kubernetes applications. The guidance emphasizes that testing data, separating declared state from stored state, and coordinating multi-volume snapshots are essential elements of any recovery plan.