Achieving optimal well performance is contingent upon the careful selection of drilling fluids. These specialized substances play a critical role in guaranteeing wellbore stability, removing cuttings, and regulating pressure. Factors such as rock properties, drilling parameters, and environmental concerns must be thoroughly considered when selectin