Mold can appear as small, black, or dark brown spots or patches on the bean's surface. Or the bean becomes a whole powdery substance with a musty or sour odor. If you notice any signs of mold on your vanilla beans, it's best to discard them and not use them in your recipes. But you can still save your beans, especially if the mold hasn't reached all the beans.