Implement a comprehensive set of advanced React patterns including compound components, render props, custom hooks, higher-order components, and state machines. Your solution should demonstrate how these patterns can solve real-world scalability and maintainability challenges in large applications. Include performance optimization techniques, proper TypeScript typing for all patterns, and comparisons showing when each pattern should be preferred over others.