Use objects for singletons, global access points, or companion objects with shared access to private members. Use traits for code reuse, multiple inheritance scenarios, or defining a common set of methods that classes can implement.
Remember that Scala encourages a mix of both objects and traits depending on the problem you are solving. Choose the one that best fits the specific requirements of your application.
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