There's a回测工具正在改变游戏规则——它不是靠单一团队闭门造车，而是汇聚集体智慧持续进化。

The core mechanism? You get access to a live feed of profitable trading pairs that others have validated. Refine your own approach based on real performance data, then push your strategy into production.

This shifts the paradigm. Instead of traders guarding isolated alpha in silos, the system creates a shared intelligence layer. Your edge compounds with everyone else's discoveries.

But here's the reality check: automation without solid logic is just noise. The tools are meaningless if the underlying strategy is flawed. That's why building the "collective brain" for systematic trading matters—it's about aggregating what actually works, filtering out what doesn't, and letting the data speak louder than gut feelings.