The thing is, all mechanical systems work for a while and then don't. The trick is to recognise when it happens. Another, very important point, is to follow the system and not try to second guess it.
I had two significant blowouts of my account. Not annihilations, but giving away lots of profits earned in the previous few months. One, I decided to second guess the system and ignored the spectacular V-reversal recovery after the 9/11 drop. I was bearish, kept selling in spite of my signals - which would work exceptionally well that time. I also kept increasing the size while taking one losing trade after another.
Another one - the system stopped working, but I persevered... And also increase d the size to make sure I give it back faster. Pretty funny now, not so at the time.