WHAT NEW IN X11.03 TUE

AI collections from X · 22 collections · 65,263 posts

jevVIDEO

Four students build a three-clock memecoin bot with Jev

The millisecond layer is pure code reading pump.fun with Jev as the entry gate, Claude signs in seconds, OpenAI handles hourly research, and code places orders while humans keep the final say.

Mason
@Mason33xbtArchived 27 days agoOriginally posted 2026.10.05
Mason @Mason33xbtOriginally posted 2026.10.05
Open original on X

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

This post quotes another post: x.com/mason33xbt/status/2106439961117348281

x.com/mason33xbt/status/2107040095312429470Archived 2026.10.06 10:04