Google AI Studio’s Android app-making flow generates native Kotlin and Jetpack Compose from natural language, with a browser emulator for testing. It is a way to prototype an actual phone utility without first configuring a Windows workstation.
A one-screen ESP32 status app or local Flask dashboard would be a better first experiment than a complicated consumer app. Check the emulator before attempting installation on a phone.
Action: create a screen with one status value and one button. Stop when it works in the browser, then decide whether to install it on the Pixel.