The ingredients of efficient code optimization include reducing complexity, minimizing resource usage, and improving execution speed. Techniques such as algorithm selection, data structure choice, and parallel processing play crucial roles in optimization. Additionally, profiling tools help identify bottlenecks in performance, allowing developers to focus their efforts on critical sections of code. Finally, thorough testing ensures that optimizations do not compromise functionality or introduce new issues.