You can garden in a drought. Just to list a few ideas of what you can do:
-Gabions work by the thermal mass of the rocks storing the coolness of the night over into the day which allows for condensation to collect on the rocks. Here is a link to Geoff Lawton explaining how gabions work:
http://www.geofflawton.com/fe/63007-gabions
-Swales essentially work by slowing the water down, when you do get it, enough that it will percolate into the soil and hopefully raise the water table. Once again, Geoff Lawton is amazing! Here is a great video on YouTube with Geoff Lawton talking about swales.
-Air wells work by the same principal as gabions, just maybe a little cooler looking. Here is a link to a discussion on air wells on Permies.
https://permies.com/t/23408/homestead/Air-collecting-water-air
Lastly, I would like to direct you to Geoff Lawton's Desert Oasis video. It describes how a person can use permaculture methods to grow food in the desert.
http://www.geofflawton.com/fe/62176-desert-oasis
I hope you enjoy these and become inspired! Best of luck to you, Tony!