To guarantee robustness and adaptability within a controlled setting , focus on decoupled design . Implement a service-oriented methodology where self-contained components may be launched and increased autonomously . Furthermore , create clear interfaces and rigorous validation routines to mitigate propagation of errors . Ultimately, evaluate confi