Why it matters
DevOps agents productive but risky. Understanding shapes guardrails.
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The architecture
Understand target infra.
Generate/modify config.
Validate (plan + lint).
Apply with approval.
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How it works end to end
Terraform: plan first.
Kubernetes: dry-run + kubectl-lint.
Human approve destructive ops.
Sandbox first.