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AI reviewing AI-written code risks circular blind spots when both models share the same training family. DORA found higher AI adoption correlated with both higher throughput and instability. Checksum's survey reported 61 percent shipped production incidents from AI-generated code. Deterministic tools like cyclomatic complexity provide independent verification anchors.
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