Another common mistake to avoid when using UML diagrams for software design is mixing different levels of abstraction in the same diagram. UML diagrams can represent different levels of abstraction, such as conceptual, logical, or physical, depending on the degree of detail and implementation that they show. For example, a conceptual class diagram shows the main entities and relationships of a domain, without specifying attributes, methods, or data types. A logical class diagram shows the classes and associations of a system, with their attributes, methods, and data types, but without indicating how they are implemented in code. A physical class diagram shows the classes and associations of a system, with their attributes, methods, data types, and code snippets, as well as the packages and modules that contain them. Mixing different levels of abstraction in the same diagram can cause confusion, inconsistency, and loss of clarity. To avoid this mistake, you should use separate diagrams for each level of abstraction, and clearly label them with their level and scope.