To ensure reliability and adaptability within a cleanroom facility, focus on decoupled architecture . Implement a microservices methodology where isolated modules can be launched and scaled separately. In addition, define explicit interfaces and strict verification procedures to avoid propagation of errors . Lastly , consider infrastructure-as-code