Your backtest looks great. But have you tried breaking it on purpose? Here's how to stress-test any bot before trusting it with real money: Start with a base: EMA Cross + RSI · 4h · BTC/USDT. Then run 4 variants: A - Swap the indicator : MACD or Bollinger Band If it only works with one indicator, the edge is probably noise B - Change the timeframe : 1h or daily Collapses on adjacent TFs? You're curve-fitting a rhythm, not a logic C - Add a filter : volume, 200 EMA trend, ATR volatility gate 40% fewer trades can mean 60% better risk-adjusted returns D - Modify the confirmation : divergence or engulfing candle Tests if RSI adds real value, or just decoration If 3/4 variants hold up, your core logic is solid If only one combo works, you're curve-fitting AI handles this systematically: generates variants, tracks results, flags which parameters are load-bearing vs cosmetic. This kind of AI-powered stress-testing will be possible inside our new trading solution. Something big is coming.