四名学生用 Jev 做三时钟 memecoin 交易 bot
毫秒层纯代码读 pump.fun 并用 Jev 做入场闸门,秒级 Claude 签字、小时级 OpenAI 做调研,代码下单、人保留最终决定权。
4 ENGINEERING STUDENTS BUILT A MEMECOIN BOT ON 3 CLOCKS. MILLISECONDS, SECONDS, HOURS Your bot runs on one clock. It's called panic, and it's f*cking slow The first thing they figured out: no single tool is fast enough, smart enough and patient enough at the same time. So they stopped asking one tool to be all three. The millisecond clock is plain code. It reads the http://pump.fun feed, runs the gate they call JEV, applies the entry and risk rules, and sends the transaction. No AI in this layer. AI is too slow for the moment a coin launches. The second clock is Claude Opus 5.5 through the API. It only wakes when a coin survives the gate. It reads the thesis and signs or rejects in seconds. At $4 in and $20 out per million tokens, and 40% cheaper to run than Opus 5, it can afford to think on every candidate that matters. The hour clock is OpenAI dots. They run 24/7 on their own cloud computers and handle the slow work. Wallet research, whale watching, daily reports, asking for approvals. Every coin walks the same path. Launch. Gate. Dots gather evidence. Opus signs. They approve. Code buys. Code moves the money. Opus makes the call. Humans keep the last word. The honest part: three clocks means three places to break. When the feed lags or an API slows down, the whole line waits. Speed is only as good as the slowest link. Stop asking which AI is best. Ask which one belongs on which clock. http://github.com/Mason333xbt/sol-terminal
这条是引用着另一条写的:x.com/mason33xbt/status/2106439961117348281