I think this is why there are the robustness tools, exactly to check if the strategy goes to over-optimization. They updated recently the Walk-Forward with the segments just to see if the strategy is optimized too much or not.
Bob, can you make it clear, please, what trick from Petko you are talking about? I have missed it…