To guarantee stability and extensibility within a cleanroom setting , prioritize modular architecture . Implement a microservices methodology where independent components can be released and expanded autonomously . Moreover , create explicit APIs and rigorous validation processes to avoid propagation of issues. Finally , evaluate infrastructure-as-