How Do You Differentiate Between Random Loss Clusters and Broken System Logic?

A drawdown phase consisting of several consecutive stop-outs is a natural part of trading, but it can make a trader doubt their trading edge. What metrics from your trading journal—such as Maximum Adverse Excursion or win-rate variance—do you analyze to confirm whether your edge remains intact?