My mom has this plant in her coastal Southern California yard. She cuts it back to just about nothing every year and it grows back super healthy looking.
Here's a picture of its leaves and flower.
After looking at photos, I don't think it's a Plectranthus scutellariodes, but a Plectranthus zuluensis. Thanks for the direction, my phone app was coming up with nothing.