Sabrina Ramonov unveils a rigorous framework for integrating Claude AI into production coding workflows, emphasizing disciplined rules to prevent technical debt and ensure maintainability. Her CLAUDE.md guidelines and structured shortcuts like qcode and qcheck offer a blueprint for developers to harness AI's speed while maintaining senior-level code quality. This approach tackles real-world challenges in complex codebases, balancing automation with critical human oversight.