With AI-generated code, tests are becoming the primary artifact developers maintain rather than the code itself. AI agents produce plausible but imperfect code, and tests serve as the feedback harness that guides agents toward correctness — functioning like declarative specifications of desired behavior. AI-generated codebases
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