AI changed how we build trading systems. But it also exposed a truth: structure still matters more than automation. Here’s what I learned while building BreakoutOS: ➝ Confirms which markets truly have breakout potential ➝ Calibrates volatility and market behavior dynamically ➝ Maps opportunity windows where trends begin ➝ Builds breakout prototypes using the Mr. Breakout formula ➝ Tests adaptability and robustness, no coding required ➝ Monitors strategy health live AI creates data. Frameworks tu