风吹向你

清心寡欲

[Roan @RohOnChain]

i built a 24/7 HFT trading bot with Jev

and wrote an 8-page research paper on EXACTLY how to build a millisecond speed high-frequency trading system with Jev, along with COMPLETE CODEBASE

here is how you set it up:

1. split your system in two, deterministic code owns the math and Jev owns the judgment, this one decision is what separates a real system from a demo

2. build the state engine that turns the raw order book into a compact snapshot under 400 tokens with strict causal timestamps so nothing leaks from the future

3. fire a 6 question battery to Jev in one call, regime, direction, toxic flow, liquidity, quote environment, inventory pressure, all evaluated in parallel at single question latency

4. gate every action on calibrated confidence, RLCD training makes the probability real so you can Kelly size positions straight from the model output

5. price the quotes with the Avellaneda Stoikov reservation price in deterministic code, Jev only decides whether the environment is worth quoting into at all

6. wrap the loop with a fallback ladder, late decisions hold, model down runs deterministic rules, hard drawdown breach flattens everything and kills

7. validate the full policy against Sharpe, Sortino, hit rate, and max drawdown across a 4 baseline backtest before any capital moves

8. verify calibration on your own logged data with Brier score and expected calibration error so the 80 percent the model reports is really 80 percent

this is the EXACT system i have been running since yesterday & results are INCREDIBLE so far:

[Jorge Rebollo | IA @jorgerebollo_ia]

No le digas a ChatGPT “hazme un plan”.
No le digas “dame ideas”.
No le digas “analiza esto”.

Estás utilizando una IA avanzada como si fuera un becario.

Aquí tienes 7 prompts para copiar y pegar:

[比特币教主 @wyl2035]

我曾说过，如果 $BTC 跌到 $75,000，我会给 5 个人每人送出 $10,000 的比特币。

嗯，我们做到了。

按照承诺，我今天将送出 $10,000 的 $BTC 给 5 位幸运获奖者。

参与方式：
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✅ 评论“Bitcoin” 🔔

报名将在 24 小时后截止。祝好运！！

[风吹向你 @IbdfMf]

@wyl2035 bitcoin

[风吹向你 @IbdfMf]

@caizhenghai 这是啥软件

[风吹向你 @IbdfMf]

@Get_shipin @Get_shipin 缅北

[风吹向你 @IbdfMf]

@lordofthecoins3 no money

[风吹向你 @IbdfMf]

今年20岁，立下的小愿望：要是天天都有逼日，那该多好

[风吹向你 @IbdfMf]

早上好，蔡先生。