To ensure robustness and scalability within a cleanroom setting , emphasize modular design . Implement a distributed approach where independent units can be deployed and increased separately. Moreover , define explicit APIs and rigorous testing procedures to avoid spreading of faults . Lastly , evaluate infrastructure-as-code for consistent deploym