Cats and dogs communicate with each other through body language, vocalizations, and scent signals. They use various cues such as tail movements, ear positions, facial expressions, and sounds to convey messages and understand each other's intentions. Dogs often use play bows to signal friendly intentions to cats, while cats may use hissing or swatting to show boundaries. Overall, they can develop a mutual understanding and form relationships based on their unique communication styles.