android▌

Native Android development with Kotlin, MVVM architecture, Jetpack Compose, and modern libraries. \n \n Covers MVVM pattern with Jetpack ViewModels, StateFlow for reactive state management, and Hilt for dependency injection \n Includes Jetpack Compose for declarative UI, Retrofit for API integration, and Room for local SQLite persistence \n Provides reference implementations for models, API services, ViewModels, and Compose UI components \n Emphasizes coroutines for async operations, proper life

Vision-driven Android automation from screenshots, no DOM access required. \n \n Operates entirely from device screenshots using AI visual understanding; interacts with any visible UI element regardless of underlying technology stack \n Supports taps, swipes, text input, app launches, and complex multi-step interactions via natural language commands \n Requires pre-configured vision model (Gemini, Qwen, Doubao, or similar) with API credentials in environment variables \n Commands run synchronous

Clean Architecture patterns for Android and KMP projects. Covers module boundaries, dependency inversion, UseCase/Repository patterns, and data layer design with Room, SQLDelight, and Ktor.

Modern Android development with Kotlin coroutines, Jetpack Compose, dependency injection, and structured testing. \n \n Covers three-layer architecture (data, domain, UI) with Hilt for dependency injection and Room for local persistence \n Jetpack Compose for declarative UI with StateFlow-based state management and lifecycle-aware collection patterns \n Coroutines and Flow for asynchronous operations, including repository patterns with network-first and cache-first strategies \n MockK and Turbin

The Data Layer coordinates data from multiple sources.