To guarantee robustness and extensibility within a controlled setting , focus on decoupled design . Utilize a microservices approach where self-contained components are able to be launched and scaled independently . In addition, create clear APIs and well-defined verification processes to prevent propagation of issues. Ultimately, evaluate automate