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The biggest trap in algorithmic trading is curve-fitting (over-optimization). Because SQX has massive computing power, it can easily find a highly complex set of rules that perfectly matches past data. These strategies look like straight lines moving upward in backtests, but they completely crash in live trading. Success depends entirely on your skill in: StrategyQuant