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Struggling with EA Development – Am I Missing Something?

Hey everyone, I’ve spent the last 8 months trying to build a profitable Expert Advisor (EA), and honestly, I’m starting to lose hope. I’ve developed multiple EAs during this time - some showed great results on a single pair, but as soon as I tested them on other pairs (even after optimization), they

reverse my EA logic based on selected pairs

I created an EA based on the Ichimoku cloud strategy without Optimizing it, it works good on the EURUSD pair however if I used the USDCAD pair the performance is directly opposite to that of the EURUSD. is it fine to reverse my logic for the USDCAD pair , such that I enter long when I get a short

Results are significantly different in the strategy tester when the visual mode is disabled

As the title says the results of my EA are significantly different in the strategy tester when the visual mode is disabled. I know this doesn't make any sense, but look at the results check the attached images to see the results. Anyone knows why this happens?? Much appreciated