Every organization that lets an AI agent ship code has a sign-off step: a name on the release, a reviewer marking the pull request approved, a ticket moved to done. A human is accountable for that call, always. What most teams cannot answer is whether that approval rests on evidence the producing AI could not have quietly altered.

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