Production logs often contain PII—names, emails, phone numbers, addresses, or IDs. Exposing them even once can trigger regulatory fines, audits, or public breach notifications. Masking PII in production logs is no longer optional. It is a direct defense against data leakage, insider threats, and compliance failures.
The challenge is