Optimizing regex performance is essential for building efficient applications. Key techniques include pre-compiling regex patterns with re.compile(), utilizing greedy versus lazy quantifiers, and preventing catastrophic backtracking with atomic groups. Profiling patterns using tools like timeit can identify performance bottlenecks, enhancing overall execution speed.