To ensure reliability and scalability within a controlled environment , emphasize decoupled design . Adopt a microservices system where isolated components can be deployed and scaled independently . https://scalable-hvac-and-airflo687738.canariblogs.com/designing-for-scale-cleanroom-structure-best-practices-56954037