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This article provides an in-depth exploration of technical solutions for completely clearing the navigation stack and redirecting to the login page during user logout in Flutter applications. By analyzing the underlying mechanisms of the Navigator.pushNamedAndRemoveUntil method, it thoroughly explains the working principles of RoutePredicate and its crucial role in route management. The article offers complete code examples and best practice recommendations to help developers understand core concepts of Flutter's navigation system and solve common route cleanup problems in practical development.