用 Opus 5.5 + Jev 砍掉 agent 冗余调用
作者总结三种减少 Jev 调用次数的方法:每步重建选项菜单、并行扇出决策、给上下文打分,Browser Use 从 1092 次调用降到 101 次。

in 1865 a guy named jevons noticed something weird steam engines got MORE efficient, and britain started burning MORE coal, not less the exact same thing is happening to your ai agents right now every time models got cheaper, agents didn't get cheaper. they got HUNGRIER the fix is not a cheaper token. it's not making the call at all i wrote a paper on 3 ways to kill calls with opus 5.5 + jev: → rebuild the menu every step. browser use went from 1,092 calls to 101 with the SAME models → fan out, don't queue. 3 decisions, 1 round trip → score the context out. a claude session went from 1M tokens to 86K in one second opus 5.5 thinks. jev decides. code executes the cheapest token is the call you never make:
这条是引用着另一条写的:x.com/0xzynex/status/2104586916607709605