During October 2025, John worked on the android/snippets repository, focusing on refactoring the Fragment-in-Compose snippet to improve maintainability and streamline integration. He replaced the legacy AndroidViewBinding approach with the AndroidFragment composable, removing obsolete XML layouts and adopting a Compose-first UI strategy. This update involved adding the fragment-compose dependency and simplifying the codebase, which reduces future maintenance overhead and aligns with modern Android development practices. John utilized Kotlin, Gradle, and UI development skills to deliver this feature. The work addressed technical debt and set a foundation for faster iteration, though the scope was limited to a single feature update.