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AI coding agents write code and its passing tests from the same reading of one ambiguous spec, so tests cannot disagree with the implementation. A former GM Super Cruise and NASA V&V engineer built qikly, an open-source Python tool that splits requirements from acceptance criteria between two agents, restoring independent verification at model-call cost instead of headcount.
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