Drilling and completion operations in complex formations often present significant challenges to wellbore stability. These formations are characterized by heterogeneous geological properties, leading to a higher risk of wellbore collapse or failure. To mitigate these risks, it is crucial to enhance wellbore stability through a combination of techni