In recent years, the shift from monolithic architecture to microservices has gained significant traction in software development. While monolithic applications bundle all components into a single unit, microservices break down functionality into smaller, independently deployable services. This transformation can lead to enhanced scalability, flexibility, and resilience. However, the process of splitting monoliths into microservices presents both challenges and opportunities.