Python Performance Optimization: Profiling, Async, GIL & Multiprocessing

TL;DR GIL only blocks CPU-bound threads – I/O-bound code (database, network) releases GIL. Use multiprocessing for CPU parallelism, threading or asyncio for I/O. Profile before optimizing – cProfile