SMRTR ProgrammingMay 22, 2025Daily.dev

How the GIL Affects Real Python Workloads

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Python's GIL limits threading for CPU-bound tasks, but multiprocessing and threading can improve performance for CPU-intensive and I/O-bound operations, respectively, making a combined approach optimal for mixed workloads in backend applications.

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