What is Opal 2.0 by Google Labs?

Opal 2.0 is a major upgrade to Google Labs’ no-code visual builder for AI workflows. It lets you create powerful AI mini-apps using natural language, without writing a single line of code. The standout addition is a new agent step that analyzes your goal, determines the best approach, and automatically calls the right tools—like Veo for video generation or web search for research—to complete the task. This turns Opal from a simple builder into an intelligent, autonomous assistant for rapid prototyping.

Who it's for

• Product designers who want to quickly test AI-driven features without engineering support.
• Entrepreneurs and founders looking to turn ideas into working prototypes in minutes, not months.
• AI enthusiasts and tinkerers who enjoy experimenting with cutting-edge tools like Veo and web search in a visual, node-based environment.

Key features

Agent step

The new agent step is the heart of Opal 2.0. It autonomously interprets your goal, selects the optimal approach, and invokes the right tools—such as Veo for video or web search for research—to complete the task. This eliminates manual decision-making and speeds up workflow creation.

Memory

Opal 2.0 introduces a Memory tool that allows your AI mini-apps to retain context across interactions. This makes them more responsive and personalized, as the app can recall previous inputs and adapt its behavior accordingly.

Dynamic Routing

With Dynamic Routing, your workflows can intelligently direct tasks to different tools or paths based on real-time conditions. This adds a layer of flexibility, enabling more complex and adaptive AI applications.

Interactive Chat

The Interactive Chat feature lets you communicate with your AI mini-app in real time. You can refine outputs, ask follow-up questions, or guide the workflow conversationally, making the experience more intuitive and engaging.

What stands out

“Opal 2.0 doesn’t just build workflows—it thinks for you, choosing the right tools automatically.”

This autonomous decision-making is what sets Opal 2.0 apart. While other no-code builders require you to manually map out every step, Opal’s agent step takes the initiative. It analyzes your goal, picks the best approach, and calls the appropriate tools—like Veo for video or web search for research—without you having to specify each action. This shifts the focus from how to build to what to build, dramatically reducing time from idea to working prototype.

Worth checking out if…

You want to rapidly prototype AI-powered applications without coding, or if you’re curious about how autonomous agents can simplify complex workflows. Opal 2.0 is especially valuable if you work with multimedia tools like Veo or need dynamic, context-aware mini-apps that adapt on the fly.