Best practices for implementing inheritance hierarchies in Java include keeping hierarchies shallow, using interfaces for shared behavior, and abstract classes for common functionality. Ensure subclasses are only used when they truly extend the parent class’s behavior. Avoid overusing inheritance, favoring composition when appropriate for flexibility and maintainability.