Natives with long tap roots like the bright orange butterfly weed are completely unfazed by the heat, as are shrubs like crepe myrtle and caryopteris.
Succulents are commonly known as "neglectable plants" for their ability to thrive in otherwise inhospitable conditions of little water and sunshine.