Market making bot development aims at building automated trading systems that simultaneously buy and sell orders to preserve liquidity and lower price volatility in financial and cryptocurrency markets and real time market analysis, spread correction, risk management and high speed trade execution without human input define these robots and using algorithms, APIs and sophisticated trading methods, market making robots enable exchanges and traders to enhance order book depth, steady prices and boost profitability, therefore becoming a must in modern, high frequency trading settings.