To ensure reliability and extensibility within a cleanroom setting , prioritize decoupled construction. Utilize a distributed approach where independent units may be released and expanded separately. Furthermore , create clear boundaries and rigorous testing procedures to mitigate propagation of issues. Finally , consider automated provisioning for