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Race Condition
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In collaboration with Google, we created Race Condition for the Google Cloud Next 2026 Developer Keynote. A world-first, open-source 3D multi-agent simulation that brings the complexity of a city-scale marathon through Las Vegas to life. Presented live on stage, the experience followed autonomous agents as they navigated and responded to real-world conditions and made race decisions in real time.
AI powered digital twin
The experience is a dynamic simulation environment where AI agents can navigate the city, respond to changing conditions and make race decisions in real time. By recreating the marathon route as a living system, we gave the Race Condition experience a world that agents could reason within, adapt to and bring to life.
Instead of relying on static REST APIs, agents use A2A to discover peer capabilities via Agent Cards and collaborate autonomously.
The Agent-to-User Interface protocol replaces static text by streaming a structured schema the frontend intercepts to render native, interactive UI.
Introducing A2UI
One of the project's most significant UX breakthroughs is the deployment of the Agent-to-User Interface (A2UI) Protocol. Moving past traditional, text-heavy LLM outputs, the autonomous AI agents generate a structured schema. The Angular frontend intercepts this and dynamically renders native, fully interactive UI on the fly, fundamentally redefining human-in-the-loop digital experiences.
1,000+ Autonomous Runner Agents
Each of the 1,000+ runners operates as an independent autonomous agent generating its own contextual "thoughts," pacing strategies, and real-time reactions. To process these thousands of concurrent LLM inference loops effortlessly, the architecture utilizes Google Kubernetes Engine (GKE) to dynamically provision fleets of compute containers running open-weight Gemma models. This setup serves to demonstrate how enterprise cloud infrastructure can handle high-density, real-time AI workloads at a massive scale.
Open Source
By open-sourcing Race Condition, we helped turn the keynote experience into a reusable foundation for others to explore, build on and learn from, extending the impact beyond the stage.