To guarantee stability and adaptability within a controlled setting , focus on decoupled architecture . Adopt a service-oriented system where independent components are able to be released and scaled autonomously . Moreover , define explicit boundaries and well-defined validation procedures to prevent spreading of errors . Ultimately, evaluate conf