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Mutable Default Arguments in Python
Python's Mutable Default Arguments: Follow the Object
python parameter defaults are (mutable) globals (intermediate) anthony explains #364
Avoid the Trap by Understanding Python's Mutable Default Arguments
Python Mutable Default Arguments Trap
Python Mutable Default Parameters in 5 minutes: A common misunderstanding (and memoization)
Python Mutable Default Arguments: Least Astonishment Explained
The Mutable Default Argument Trap That Catches Every Developer
How to work with mutable default arguments in Python and should you do it at all
Mutable default arguments in Python
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Last Updated: August 24, 2026
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