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The latest trends in Android app development include the adoption of Jetpack Compose for modern UI development, increased use of Kotlin for cleaner and more concise code, and the integration of Machine Learning and AI to enhance app functionalities. Best practices now emphasize modular architecture for scalable and maintainable codebases, continuous integration and deployment (CI/CD) to streamline development cycles, and a focus on optimizing performance and security. Additionally, developers are prioritizing user experience by incorporating intuitive navigation, responsive design, and accessibility features to ensure apps are engaging and inclusive for all users.