In dry climates, every drop of water counts. Xeroscaping doesn't mean just rocks and cactus; it means choosing plants that are adapted to your local rainfall levels.
Consider installing a drip irrigation system to deliver water directly to the roots, and use thick layers of mulch to prevent evaporation. Succulents and drought-tolerant perennials like lavender and sage can create a stunning, low-maintenance landscape.