Sedum sp.
Low-growing, heat and drought tolerant perennial groundcover with fleshy, light green leaves and large clusters of bright yellow flowers in summer. Lots of varieties.
Stemodia tomentosa
Heat and drought tolerant Texas native that has small, wooly leaves and lavender blue flowers. It has a trailing habit which makes it perfect for spilling over rocks and walls or for covering large-scale areas.