Top 3 updates for Android developer productivity
The trend towards AI-assisted development is gaining momentum, and Google's latest announcements are a significant step forward. By stabilizing the Android CLI and expanding its capabilities, Google is providing developers with a more seamless and efficient experience. The growth of Android skills, which can be used to ground large language models in specialized workflows, is also crucial in enabling more accurate and helpful AI assistance.
The implications of these updates are far-reaching, and developers should watch closely how Google continues to expand its AI-assisted offerings. The addition of new models on Android Bench, including Gemma 4 and Gemini 3.5 Flash, will provide valuable insights into the performance of large language models on real-world Android development challenges.
Key Takeaways
Android CLI is now stable and available through more package managers, including npm and homebrew.
Google has expanded its repository of Android skills to over 17 skills, covering areas such as Adaptive UI, Jetpack Compose, and Perfetto SQL.
Android Bench now includes more commonly used models, including Gemma 4 and Gemini 3.5 Flash, to evaluate and improve large language model performance.
About the Source
This analysis is based on reporting by Android Developers. Here is a short excerpt for context:
Posted by Simona Milanovic, Developer Relations Engineer Every year, Google I/O brings new announcements and resources across ecosystems and products, including Android development. As development shifts toward AI and agent-assisted tooling, we’ve expanded our offerings to better support you, however you decide to build for Android. To help you stay up to date, here is a summary of the top 3 announcements for Android Developer Productivity at I/O. 1. Android CLI is now stable Android CLI is now stable at version 1.0, with more capabilities and integrations. The latest version of Android CLI introduces many new features, like programmatic version lookup and support for Journeys, and bridging capability to allow agents to integrate directly with Android Studio, via the studio command. Running Android Studio alongside the agent and Android CLI enables more efficient navigation in your project, more precise output, and access to Android Studio’s unique tooling, such as performance profilers, Compose Previews, and Android Device Streaming. Android CLI now integrates seamlessly with Android Studio Additionally, Google Antigravity now officially supports Android development, with the Android resources bundle, which includes the Android CLI and skills. You can either install the bundle during onboarding after installation, or later from the Settings > Customizations > Build With Google Plugins menu. This provides Antigravity with all the powerful tools and knowledge of Android CLI to enable it to perform core tasks—from creating projects to deploying your app on a new virtual device—much more easily and efficiently. Google Antigravity now offers the Android resources bundle Android CLI is now available through more package managers: like npm and homebrew. For more information, check out the Android CLI blog post and official documentation. 2. Android skills keep growing To help models gain expertise for specific development patterns that follow our best practices, we are continuing to expand our repository of Android skills, available through Android CLI and GitHub. Android skills ground LLMs in specialized workflows and domain knowledge, for the most common and more complex user journeys they might struggle with. We’ve shipped a fresh new batch of skills, with now more than 17 skills for areas such as: Adaptive UI Display Glasses and Jetpack Compose Glimmer for XR Migration to CameraX Perfetto SQL and Trace Analysis Jetpack Compose Styles API AppFunctions Verified email retrieval with Android Credential Manager Engage SDK integration Testing setup Wear OS Jetpack Compose Material3 Android skills keep growing You can browse skills and install using the Android CLI commands: android skills list android skills add –skill=For more information, check out the official documentation. 3. Android Bench adds new models Earlier this year, we launched Android Bench - our leaderboard for testing LLMs on real-world Android development challenges and tasks, with the goal of accelerating model improvements, so you have more helpful options for AI assistance. Latest results from Android Bench leaderboard You asked us to evaluate open models. So, at I/O, we added more commonly used ones, including our local model Gemma 4, to the leaderboard. We also added the latest models including Gemini 3.5 Flash. We are also working on increasing the difficulty of challenges we’re giving LLMs, including creating long running tasks, to continue encouraging improvements. These tasks will be coming soon to Android Bench. Checkout the Android Bench leaderboard to see the latest results. Android development anywhere By expanding our AI-assisted Android development offerings to Antigravity, through Android CLI and Android skills, and solidifying with the pro capabilities and production grade polish of Android Studio, we’re supporting Android developers wherever they choose to build. Have fun bringing your ideas to life faster and easier than ever before - we’re excited to see what you build in this new era of agentic development.Read the original at Android Developers
