Kadie, I can see where coarse Horticultural Peat would work well for you with added aeration to it. With what you have described to me about your growing conditions there, it makes good sense.
I use this type of mix with many plants that I grow through out the year, but mainly in the summer months. Then they are requiring much more water and hot days.
Rick