In January 2026, Polygroket developed PredictOS, an open-source framework within the coinbase/x402 repository designed for deploying AI agents and trading bots in prediction markets. The project focused on infrastructure development and AI integration, using JSON for configuration and data exchange. PredictOS introduced reusable components for multi-agent coordination, including Super Intelligence workflows and wallet tracking, addressing the need for scalable automation and transparent governance in trading activities. By establishing a foundation for AI-driven prediction-market tooling, Polygroket’s work provided depth in both architectural design and implementation, enabling future expansion of the ecosystem and supporting advanced financial activity monitoring without bug fixes.