计算机科学家 Frederick P. Brooks Jr. 在1975年基于IBM OS/360项目经验提出的“布鲁克斯定律”，其核心观点是“向一个已经延期的软件项目增加人力，只会让它延期得更厉害” 1。进入人工智能大模型与智能体时代后，尽管传统的人力管理瓶颈如入职培训、会议及办公室政治因AI无需休息且上手极快而消失，但该定律的本质逻辑依然适用 1。正如“婴儿问题”所隐喻的，九个智能体无法在一个月内生出一个孩子，串行任务依然是串行的 1。若需求不明确，盲目增加智能体数量并不能加速正确结果的产出 1。
管理开销并未随AI技术的普及而消亡，而是从管理人转变为管理智能体：人类仍需负责定义完成标准、审查代码、捕捉幻觉以及整合工作成果 1。缺乏清晰编排时，将多个自主智能体投向同一代码库会导致它们高速循环地互相重写对方工作，从而产生混乱 1。因此，2026年对这一经典理论的更新解读应为：“向一个需求不明确的项目增加智能体，只会让你更快地得到错误答案。” 1
Frederick P. Brooks Jr. introduced Brooks's Law in his 1975 book The Mythical Man-Month, drawing from management experience on the IBM OS/360 project 1. The core principle states that "adding manpower to a late software project makes it later" 1. While artificial intelligence eliminates traditional bottlenecks such as onboarding, meetings, and office politics because agents require no rest and ramp up instantly, the law has not disappeared but rather evolved 1.
Management overhead persists, shifting from supervising humans to coordinating agents 1. Human intervention remains necessary to define completion criteria, review code, detect hallucinations, and integrate outputs 1. Without clear orchestration, deploying multiple autonomous agents into a single codebase can result in high-speed cycles where they overwrite each other's work 1. A modern iteration for 2026 suggests that adding agents to a project with unclear requirements merely accelerates the production of incorrect results 1. This reflects the enduring reality that serial tasks remain serial, regardless of the number of agents involved 1.
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