I’ve tried two approaches. The first was just to reduce calories in all three macros proportionally and I lost weight, but I lost noticeable amounts of muscle. The second time I reduced just the carbs (still not “low carb” though) I lost the same amount of weight but retained more muscle.

I think calories in calories out affects weight, the macro breakdown affects the type of weight lost (as in muscle vs fat)