Jev 交易 bot 实战地图：10 个只返回数字的构建
拆解用 Jev 做交易 bot 的四步流程：代码收集信息、Jev 选边、代码定仓位、交易所执行，并点出置信度阈值与价格区间两个坑。
HOLY SH*T THIS IS PURE F*CKING TREASURE Someone dropped the whole Jev money map and most people will just bookmark the repos and miss the part that actually prints. Look at the screen. Ten builds around one box. Trader on the left. It fires the limit or it sits. None of them generate a word of text. Every one returns a number against an answer someone already defined. Jev does not write. You give it a state and a question. It returns one answer from a list you already chose, plus a number from 0 to 1. A smart if inside the code. Every bot in this guide is the same four steps: → Code or a cheap model collects the world → Jev picks the side → Code sizes the bet and slams the limits → The exchange executes The part that slaps: No research brief → “enough information” at 0.27 → no trade With the brief → 0.78 → now you can talk That refusal is the feature. Most people will skip it and then call the model dumb. Second trap, and this one eats accounts: Jev goes shy on extreme prices. A 5-cent contract looks like free money. It is a model error. The bot only touches $0.10 to $0.90 for a reason. Third thing nobody will tweet: TypeSafe bans publishing performance. So the guy posting “my Jev bot printed +300%” is either lying or already in breach. Paper first. Other people’s PnL is fan fiction. And the rule that moves the number: One fat question on phishing: 62.6% Same decision split into five small ones: 95% One question = one decision. Dates and math stay in code. A 0.97 confidence on the wrong label still ships if you let it. Kubectl on prod got called “destructive” instead of “privileged”. High confidence is not a blessing. It is a dare. One Jev call in that Polymarket stack is about $0.00006. The research model is the real bill. The $30k/month math is not magic. It is 20 clients with the same boring decision every day. Clone one repo. Dry-run. Write down every miss. That list is the product. Save this, then open the guide ↓
这条是引用着另一条写的：x.com/damir_akaza/status/2104248519007551793