Data security remains one of the most pressing concerns in software development today, with regulations like GDPR, HIPAA, and CCPA demanding that sensitive information is protected at all costs. Masking policies, such as the automatic removal or obscuring of sensitive data (e.g., API keys, personal identifiers, credentials) in logs,