I've grown Habaneros and Serranos for each of the past 3 summers and they all did great in a bed on the south-facing part of the house. A Hungarian pepper whose name escapes me (bright orange and similar in shape and size as a Serrano) didn't do as well but still produced a reasonable amount of peppers.