策略在一家能跑，换个平台却下不了单？币安、OKX、Bitget、MEXC 怎么选
策略能跑不代表换家交易所还能跑。先查订单门槛、真实成本、测试路径和异常恢复，再让 AI 把比较过程接起来。
AI Trading
Plain-English guides to AI trading tools, agents, bots, permissions, and their practical limits.
OKX Demo Worked—So Why Do Live Orders Still Fail?
A green demo run is not a live-trading pass. Check account mode, permissions, order rules, and state handling before risking capital.
OKX 模拟盘跑通了，为什么一到实盘还是下不了单？
模拟盘绿灯不等于实盘通行证。用四项检查找出账户、权限、订单规则和状态处理哪里没对齐。
AI Can Generate Strategies at Scale. Which Ones Should You Kill?
AI made trading ideas cheap—and lucky backtests plentiful. The scarce part is a research loop that can reproduce, stress, compare, and reject weak strategies before they reach real money.
AI 能批量生成策略，为什么你反而更难找到能用的？
AI 把写策略变便宜了，也把碰巧好看的回测变多了。真正稀缺的不是第 101 个想法，而是一条能复现、施压并及时放弃错误策略的研究流程。