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July 28, 2026guide

The Reviewer Who Refutes: Running an Adversarial Review Cycle with AI Agents

Every AI-drafted change in our repo faces a second AI whose only job is to prove it wrong - with negative controls. The cycle has caught a real defect on nearly every pass, including bugs in my own fixes.

#ai-agents#code-review#testing#process#claude
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