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近年来，以 Google 的 AlphaEvolve 为代表的研究已经证明，AI 智能体可以通过迭代来优化算法，甚至在某些小型、独立的编程任务上超越人类。然而，这些工作大多局限于几百行代码的「算法内核」或单个文件。

AI 开发复杂软件的时代即将到来？ 近年来，以 Google 的 AlphaEvolve 为代表的研究已经证明，AI 智能体可以通过迭代来优化算法，甚至在某些小型、独立的编程任务上超越人类。然而，这些工作大多局限于几百行代码的「算法内核」或单个文件。 但现实世界的软件，比如一个顶级的 SAT 求解器，是一个庞大而复杂的系统工程，包含数百个文件、精密的编译系统和无数相互关联的模块。手动打造一个冠军级 ...