If i was doing this I would add them to the secondary, wouldn't want the fermentatin to scrub out any of the flavor/aroma you're getting from the peppers. I would also go with a poblano pepper if you weren't going for heat. I have used them in cooking and jams when I wan't flavor but no heat...