When I make my sauces I usually have about 5 turns to taste test before my taste buds get completely burned out.
I would suggest starting with your flavor base first (fruity/tangy/savory/etc.), taking into account the flavor profile of your peppers of course.
Get to a close approximation of what you want before adding your heat.