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Vibe Agent Making Blog · Jul 21, 2026

We Parallelized the Work and Almost Applied 40 Wrong Edits

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Forty edits came back fast, fluent, and confident. A large share were wrong. Amdahl's Law explains why a process that appears to run forty times faster has necessarily dropped the serial step, and in expert work that serial step is the verification that was the expertise all along.

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