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    How does Python multiprocessing bypass the GIL for CPU-bound tasks?

    Asked on Monday, Oct 20, 2025

    Python's Global Interpreter Lock (GIL) can be a bottleneck for CPU-bound tasks in multi-threaded programs. However, the `multiprocessing` module in Python allows you to bypass the GIL by creating sepa…

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    When should you use Java streams instead of traditional loops?

    Asked on Sunday, Oct 19, 2025

    Java streams are ideal for processing sequences of elements in a functional style, offering a more concise and readable approach compared to traditional loops. They are particularly useful when you ne…

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    How does the JVM’s JIT compilation improve Java performance at runtime?

    Asked on Saturday, Oct 18, 2025

    The JVM's Just-In-Time (JIT) compilation significantly enhances Java performance by dynamically translating bytecode into native machine code at runtime, optimizing execution based on actual usage pat…

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    Why are goroutines more lightweight than OS threads in Go?

    Asked on Friday, Oct 17, 2025

    Goroutines in Go are more lightweight than OS threads because they are managed by the Go runtime, which allows them to have a smaller memory footprint and faster context switching. The Go scheduler mu…

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