Why GuardDuty Findings Sit Unfixed in Your Backlog — and What a Closed-Loop Architecture Looks Like
Detection was solved years ago. Remediation wasn't. See the four pieces a closed-loop architecture needs — state-aware ingestion, a provable safety gate, fail-closed behavior, and a fix path that matches how your team ships.