Keeping up with new Android libraries and trends is always a challenge. One technique I use is to always have a reference app handy. These apps showcase the latest Android architecture and patterns for UI and business logic separation, navigation UX and theming, data retrieval, threading, dependency injection, and testing.
The latest incarnation is called Recipes. This app conflates Meal and Code Recipes, creating a UX to demonstrate the techniques it describes. The goal was to brush up on the latest Android tech stack and pack as many features as I could into an app created in my “spare” time.