To guarantee robustness and extensibility within a cleanroom environment , prioritize modular construction. Implement a microservices system where isolated components are able to be deployed and expanded independently . Furthermore , establish clear APIs and rigorous validation processes to avoid propagation of errors . Finally , evaluate configura