To maintain reliability and adaptability within a cleanroom setting , prioritize component-based architecture . Adopt a service-oriented approach where self-contained modules may be deployed and expanded autonomously . In addition, create clear boundaries and rigorous testing processes to mitigate propagation of issues. Ultimately, consider infrast