AI-powered trading agent is entering the final development phase. The system combines sophisticated data research capabilities with advanced signal processing through Claude Opus 4.5, enabling real-time decision making on prediction markets. What makes this approach distinct is the integration of automated execution directly into the order book, coupled with comprehensive risk management protocols for live trading scenarios. The team is currently stress-testing core mechanics before bringing the agent live. The convergence of deep analytical tools and market infrastructure creates an interesting model for how algorithmic trading evolves in decentralized environments.