The problem: logs move everywhere during real work
Engineers paste logs into issue trackers, incident channels, AI tools, and vendor escalations because it is the fastest way to explain what happened.
That speed is useful, but it also turns logs into one of the easiest paths for unintended data leakage.
- Email addresses and phone numbers appear in validation errors and request traces.
- Session IDs, cookies, and tokens show up in auth-related logs.
- Internal hostnames, IP addresses, and account IDs can leak operational details during audits.