Robustness in software solutions is achieved meticulous designing. A well-designed system exhibits modularization, loose coupling, and clear interfaces which promote maintainability, scalability, and extensibility. Architects must analyze potential failure points during the design phase to implement appropriate error handling mechanisms. Continuous