It’s a good rule to always drain and rinse the beans for any recipe. This will remove the starchy liquid, which doesn’t always taste very nice, and it will prevent the bean liquid from changing the color of the broth. For example, the liquid in a can of black beans is purple and can change the color of your dish if you don’t drain it away.