To maintain robustness and scalability within a controlled facility, focus on decoupled architecture . Adopt a distributed system where independent units can be released and scaled separately. https://modular-cleanroom-archit118733.life3dblog.com/40380881/building-for-expansion-sterile-framework-best-practices