Even in those early days, there was an unspoken reality: while AI could “vibe” out an MVP, the leap from prototype to ...

Big Blue may have missed the boat on being one of the big AI model builders, but its IBM Research division has built its own ...

而这个过程不是一次性的。人类开发者在修改代码之后，通常还会让语言模型回过头去更新规范文档，保证这份说明始终跟随代码的最新状态。最终形成的，是一套“文档齐全”的工程产出，既方便人类查阅，也方便 AI 接续任务，真正实现了人机协作下的良性循环。