300 个 agent 蜂群：用 Jev 决定何时停
6 分钟 12480 轮里每轮让 Jev 回答 6 个结构化问题并给出继续/重试/停止等动作，避免 3208 轮空转，总成本 2.12 美元。
I just built a Jev X Swarm Controller and put 300 agents on autopilot for 6 minutes. 300 K3 workers on autopilot. 6 minutes. 12,480 turns. Jev made a decision on every one of them. 91 reached me. A swarm knows how to execute. It does not know when to stop. every turn gets 6 typed questions: is this result good enough, is there new information, is this the same state as last turn. then one action: continue / retry / stop / merge / spawn / escalate. what the loop actually did: 1,642 STOP - same state twice, the loop was going nowhere 806 MERGE - two workers on the identical finding 91 ESCALATE - irreversible or out of policy, so a human decides without it, 41 workers would still be running right now. 3,208 wasted turns avoided. $2.12 for all 12,480 decisions. 0.17 ms each. the swarm is not the hard part. the stopping is. Read this article on Jev Engineering below and turn your ideas into reality.
这条是引用着另一条写的：x.com/0xricker/status/2102396090012115030