正文 · 原文
Turns out coding agents don't need a boss:
New Microsoft paper finds that bigger teams of coding agents score higher and get there sooner when agents claim their own tasks without a central manager.
Even on the 5 hardest of ProgramBench's 200 tasks, scaling a manager-free team from 1 to 128 agents raised the average score at every step.
so for big jobs, add agents and let them coordinate through shared tools with no lead agent.
Popular multi-agent coding tools send all work through 1 lead agent, which can only manage so many helpers.
Agensh drops the lead agent. Each agent claims a sub-task, builds and tests it, merges it into a shared Git repo, and logs findings on a shared board.
Every run used 1 model, and the paper does not report what large teams cost.