To maintain robustness and scalability within a cleanroom environment , emphasize decoupled construction. Utilize a microservices system where self-contained components can be launched and expanded autonomously . In addition, define explicit interfaces and well-defined verification procedures to mitigate propagation of issues. Finally , assess infr