ByteBrief
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AI coding tools accelerate delivery but can hide quality and security issues. Teams should monitor mean time to detect defects, defect escape rate, and the gap between dependencies entering the environment and those under active governance. Faster output without sharper oversight compounds technical debt and erodes trust.
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