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Thank you for the question.
It is worth slowing down on one assumption hidden inside it.
The longest losing streak you saw in testing is not a ceiling.
It is just one observation that happened to appear within that sample.
A system with a real edge can still produce a streak deeper than anything your testing showed, simply because there is no fixed upper limit to how long a run of losses can get.
So a streak that goes beyond what you saw is not, by itself, a sign that the system is broken.
And changing the system the moment it appears is just reacting to a result.
That is abandoning the one job you have, which is to extract the edge of the system across a large sample with consistency.
Here is the part that settles it.
If the system was truly tested over a statistically meaningful sample, then overturning that result requires another sample of the same size, or larger.
A handful of losses cannot undo a conclusion built on a large one.
Yet almost every trader changes the system long before that point.
Which means the real problem is almost never the streak itself.
It is one of two things.
Either the system was never properly tested in the first place, or it was tested but is not being executed the same way it was tested.
And by properly, I mean two things most traders underestimate.
The first is the sample size.
Many traders believe their sample is large when it is far too small, and some even think the number they need changes with their style, as if a swing trader, simply because the style is slower than a scalper's, needed fewer trades to confirm an edge.
That is a shallow understanding of what testing is for, and of how sample size and statistical confidence are tied together.
The second is the rules themselves.
Many traders think an entry rule, an exit rule, and a position size rule are enough.
But a complete system has to define what counts as the conditions breaking down, what to do around major news, how the environment filter is defined and when it applies, the order in which all of these come into play, and many more conditions like these that would go on far beyond what I could list here.
When even some of these are left undefined and untested, live trading can never reproduce what the testing showed, because there was never a complete thing being tested in the first place.
The hard part is that traders rarely see any of this in themselves.
And because the gap is invisible to them, they hand the cause of their losses over to the thing right in front of them, a losing streak, a small run of wins and losses, rather than to the preparation that was never finished.
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