Building a Polymarket Trading Bot (System Design Overview) (github.com)

An open-source Polymarket trading bot framework has been introduced, allowing developers and traders to engage in high-performance automated trading on the rapidly growing Polymarket platform, which is seeing increased trading volumes and a surge in short-term prediction markets. The framework encompasses a variety of sophisticated strategies, including arbitrage and market-making, optimized for 5-minute crypto markets. Key features include real-time order book intelligence, low-latency execution, and a robust architecture designed for scalability and adaptation to future market developments. This initiative is significant for the AI/ML community as it highlights the shift toward automated trading solutions powered by AI, which enhance profitability in prediction markets. The framework also offers extensive educational resources—from step-by-step tutorials to risk management strategies—aimed at equipping developers and traders with the skills needed to create and implement their own trading bots. Key implications include potential profits averaging between $190-$220 daily on a $100 investment, demonstrating the financial viability of automation in the rapidly evolving crypto landscape.