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Honeycomb doubled its engineering output without adding engineers, yet incidents nearly doubled. The team debugged agents using an internal code review agent named Autobot. Analysis showed a review cost of about $1.70 and seven minutes. A cost-saving model swap caused Fin's first incident because the cheaper model was 26% noisier.
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