To guarantee reliability and extensibility within a controlled facility, emphasize decoupled construction. Utilize a service-oriented system where isolated units can be deployed and expanded autonomously . Moreover , create clear APIs and well-defined validation routines to mitigate spreading of errors . Finally , assess infrastructure-as-code for