Production logs are essential—they provide insights, enable debugging, and help track the behavior of applications. However, they often contain sensitive information, like Personally Identifiable Information (PII). Managing this data responsibly is critical to comply with regulations, safeguard user privacy, and prevent breaches. Implementing just-in-time (JIT) access approval and data