At $FORMER_EMPLOYER, we had a company-wide service that tracked changes of all kinds: source code changes, deployment changes, config changes, etc... It was useful because some changes are never reflected in YOUR logs, but they are reflected in someone else's logs. The systems that tried to do log change detection were all bad because the ML-driven clustering systems didn't produce interpretable information.