Compound butter is simply butter mixed with other ingredients, such as herbs and garlic. Classic examples are herb butter using fresh herbs such as rosemary and thyme, like this recipe, but it can also be mixed with honey for a homemade honey butter recipe, cinnamon, or even fruits like strawberries.