Lyn, if you don't water that bed, will it stay dry? It sure looks pretty dry in your pictures. Thinking maybe you could try growing a cactus garden or succulents there - something that doesn't need hardly any water? Fill the bed with a gritty cactus mix.
It seems a bit funny to me that we are talking about a flower bed in California staying too wet here, given your drought situation.