Name: tarev San Joaquin County, CA (Zone 9b) Give PEACE a chance!
I searched the name of your plant on the net and it is indeed a cacti, though a different kind shrub-like, spiny non-succulent stems and with large leaves. Apparently it goes deciduos during dry season, so it maybe just going into that phase..dropping its leaves.
