Google is currently testing a vibe-coding platform named Opal, accessible to users in the U.S. through Google Labs. With Opal, anyone can create mini-apps by describing their desired functionality in text. Users can also remix pre-existing apps from a gallery collection. The platform relies on various AI models to automatically build the apps based on user input.

After app creation, an editor panel reveals the entire workflow—detailing each input, output, and generation step. Users can examine, tweak prompts, or insert additional steps via an easy-to-use toolbar, allowing customization without writing any code. This visual approach simplifies app development for users lacking programming skills.

Moreover, Opal allows seamless web publishing and sharing of apps through links, enabling others to test the apps via their Google accounts. While Google’s AI Studio targets developer audiences, Opal represents a move toward democratizing app prototyping for a wider, non-technical user base.

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