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这听起来有点反直觉，但背后的设计思想，恰恰是当前 AI 工程化落地非常值得借鉴的思路。本文将结合测试开发的实际工作场景，拆解这套“自我进化”的机制，并给出测试开发在 AI 项目中可以扮演的角色和具体代码示例。