To ensure reliability and adaptability within a cleanroom setting , prioritize component-based architecture . Adopt a distributed methodology where self-contained units can be launched and scaled independently . Furthermore , establish clear interfaces and well-defined validation processes to prevent propagation of errors . Finally , assess infrast