Our security CLI produced findings engineers couldn't triage without hours of research. We applied Andreas Zeller's defect/infection/failure chain from debugging theory — and triage time collapsed.

50 findings. 4 hours of triage.

Our Go CLI scans cloud configurations and reports security misconfigurations. A typical scan produces 50+ findings. Each finding says what control fired, which asset, and what severity.

Finding: CTL.IAM.ESCALATION.001 Asset: arn:aws:iam::123456:role/DeployerRole Severity: high Remediation: Restrict iam:PassRole permissions

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An engineer reads this and asks three questions:

What is wrong? "Escalation" — but what specifically about this role is the problem?

Why does it matter? Is this a theoretical risk or an active exposure?

What happens if I ignore it? Account compromise? Data leak? Compliance finding?

The finding answers none of these.…