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Developers using AI coding assistants merge 98% more pull requests, but time in code review is up 441% and change failure rates are rising. The 2025 DORA report states AI amplifies existing strengths and dysfunctions. Building a custom AI testing platform often costs more than buying a proven one due to hidden maintenance burdens.
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