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.
Spurflower. I think it's a type of lavender. Grows like a weed in Southern California, like Borage in Northern California.