To guarantee robustness and extensibility within a cleanroom setting , focus on component-based architecture . Implement a service-oriented methodology where isolated units are able to be launched and increased independently . Furthermore , define concise interfaces and rigorous validation processes to mitigate propagation of issues. Finally , eval