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To remedy the problem of AI-generated code lacking boundary condition handling, one needs to explicitly state exception requirements in the prompt, or introduce test-driven development (TDD) to have the AI write tests first and then the implementation, thereby making boundary conditions explicit.
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10/12/2026
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VerifiedAI-generated code often suffers from overfitting to current requirements, insufficient handling of edge cases, and inadequate security considerations.78% similarVerifiedEstablishing a regression testing mechanism is particularly critical in AI-assisted programming scenarios, because each code generation by the model may introduce hidden side effects, and it is used to constrain the non-deterministic behavior of the AI.77% similarVerifiedThe core problem with AI code generation is that models tend to produce tests that look reasonable rather than tests that capture real defects.76% similarUnverifiedTDD可防止AI作弊：先写必然失败的测试锁定断言，再让AI写代码通过测试，从而约束AI的输出空间76% similar
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