To maintain robustness and adaptability within a cleanroom environment , emphasize decoupled design . Implement a service-oriented system where independent units may be launched and scaled separately. In addition, define explicit boundaries and strict testing routines to prevent propagation of issues. Lastly , evaluate infrastructure-as-code for re