AFML
AEROFOAM METALS INC
stock OTC

This is how I do:
The raw edge is the most important thing to start, and has to be natural, without money management, risk management and trade management.
As raw edge it has to be first of all an edge, edge for me is PF>1 and good EV.
I usually test on XAUUSD with 100% quality ticks, 2019-2024, without optimizations, indicators and fine tuning. After that I do a walk forward and see stats that has to be similar (it could happen even to have better stats).
Now you can tell you have a raw edge and as I said it’s just the start.
At this point you can do a lot of stuff but money management, risk management and trade management are the most important things do implement without fitting, optimization, and other stupid stuff.
After that I go on meta labeling paying attention to not overfit, don’t leak, use valid and informational features based on strategy, and so on (a good reading should be AFML of De Prado).
Ah, my strat is very smart because it’s so stupid, so don’t overcomplicate. Don’t need 100k lines of code to find an edge.

This is how I do:
The raw edge is the most important thing to start, and has to be natural, without money management, risk management and trade management.
As raw edge it has to be first of all an edge, edge for me is PF>1 and good EV.
I usually test on XAUUSD with 100% quality ticks, 2019-2024, without optimizations, indicators and fine tuning. After that I do a walk forward and see stats that has to be similar (it could happen even to have better stats).
Now you can tell you have a raw edge and as I said it’s just the start.
At this point you can do a lot of stuff but money management, risk management and trade management are the most important things do implement without fitting, optimization, and other stupid stuff.
After that I go on meta labeling paying attention to not overfit, don’t leak, use valid and informational features based on strategy, and so on (a good reading should be AFML of De Prado).
Ah, my strat is very smart because it’s so stupid, so don’t overcomplicate. Don’t need 100k lines of code to find an edge.