productivity-claims

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The AI productivity numbers don't match what I actually see on my team

Reddit r/artificial · 2026-07-20

The author, running a small dev team, shares mixed real-world results from using AI coding tools: they speed up boilerplate and onboarding, but produce confident wrong answers on complex problems and increase code review workload, yielding modest net gains far below the often-cited 10x improvement.

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