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: Capture baselines immediately after a clean installation or security hardening, aligned with industry standards like CIS Benchmarks or DISA STIGs .

: Use threat feeds to automatically escalate changes that match known malicious hashes or attack techniques.

: Distinguish between "Approved and Correct," "Approved but Incorrect," "Unexpected but Harmless," and "Unexpected and Harmful" to avoid analyst fatigue.