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Separate Your Build Model From Your Review Model: Codex as Adversarial Reviewer
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Codex flagged my ONLINE=ON, my own probe said it was fine, and the server proved us both wrong
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A three-pass AI code review that kept finding real bugs
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How I Run AI Peer-Agents on Each Other
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Manus pushed back on six of seven archive decisions
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All Seven Reviewers Passed. The Writing Was Worse. Here's What Went Wrong.
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The last 2 pixels still need a human