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Autonomous Cloud's Hidden Cost: The Dependency Problem in Remediation

자율형 클라우드의 숨겨진 위험: 의존성 확인 없는 자동 조치의 대가

Why it matters

Autonomous cloud remediation systems are causing production incidents by acting on incomplete information. The research shows that 12-18% of resources flagged as idle actually have active downstream dependencies that would trigger outages if modified. Implementing comprehensive blast radius checks—which map dependencies, criticality, and time-sensitivity—is essential for distinguishing safe automation from risky guesswork.

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Autonomous cloudBlast radiusCloud remediationDependency graphIdle resources

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