To ensure reliability and extensibility within a cleanroom environment , emphasize modular design . Implement a microservices approach where independent units may be deployed and increased separately. https://lifecyclecostandoperatio639498.topbloghub.com/48416144/building-for-scale-controlled-environment-structure-best-practices