12 个交易 bot 的叙事打分位换成 Jev，190ms 抢到 1 ETH
作者在 pump.fun 交易台上把叙事评分器换成 Jev，四个类型化问题 190ms 出结果，替掉 2.3 秒的 LLM 调用，抢下一笔老管线会错过的单。
I PLUGGED JEV INTO MY 12-BOT TRADING DESK AND MADE 1 ETH ON A TOKEN THE OLD PIPELINE WOULD HAVE MISSED the desk runs twelve bots across http://pump.fun and stocks. two adversarial checkers, one exit manager, one allocator. four async loops. grok on every seat the crypto side had one problem: speed. by the time the auditor, narrative scorer and checker finished their calls, the entry window was gone. three LLM calls at 2+ seconds each. the token already moved jev replaced the narrative scorer. same slot, same JSON contract. four typed questions: > does the token fit the current meta. 0 to 3 > are the socials real or spun up an hour ago > is the name a copy of something that already ran > which bot preset does this pool match 190ms. the old call took 2.3 seconds the token that paid 1 ETH launched at 4 AM. scout caught it in the observation window. auditor cleared the wallets. jev scored meta fit in 190ms where the narrative bot would have still been thinking. checker approved. fill went through before the first green candle closed same desk. same risk. same adversarial gates. one slot swapped. the difference was 2 seconds on memecoins 2 seconds is the trade full desk, all twelve bots, the jev integration, config and logs
这条是引用着另一条写的：x.com/h100envy/status/2101688318950068263