To maintain robustness and extensibility within a cleanroom setting , focus on modular construction. Utilize a microservices system where independent units are able to be launched and expanded separately. Moreover , establish explicit APIs and well-defined validation routines to avoid spreading of faults . Finally , assess configuration management