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A peer-reviewed study found that experienced developers were measurably slower with AI coding tools — but genuinely believed they were faster. Then Uber blew its entire 2026 AI budget in four months. Then Amazon had to kill its own leaderboard because employees were gaming it. The productivity paradox is real, it's expensive, and it might explain why your sprint velocity feels off.
