AnalysisDevelopersAugust 9, 2026

AI coding speeds up individuals, not engineering output

AI investment at most companies has grown 28x, yet overall engineering output hasn't followed — individual speed gains get erased by surrounding systems. The shortfall is worse at larger companies and with larger pull requests, according to the analysis.

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