To guarantee reliability and extensibility within a cleanroom setting , focus on decoupled architecture . Implement a service-oriented methodology where self-contained units may be deployed and increased separately. In addition, create clear boundaries and strict validation procedures to mitigate propagation of issues. Finally , assess automated pr