fatima

Use stable personas and relationships across products, then regenerate dates relative to the deployment date. Continuity matters more than random volume.

Set a retention period before collection starts. Data that no one owns or reviews should not be gathered indefinitely.

Test every entry point because a vendor chunk can hide the problem in the administrator bundle while the public bundle still fails.