Test information should be appropriately selected, protected and managed.
Test environments are logically separated from production. All test infrastructure is managed via Argo CD with change controls and PR reviews.
Sensitive data used in tests is automatically masked or replaced with dummy datasets. Live production data is never copied to test environments. Custom scripts ensure consistent anonymization across test cycles.