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Mutable default arguments in Python 3:48
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Python Mutable Default Arguments Trap 1:30
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Weird Python Mutable Default Arguments Information Guide

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Background on Weird Python Mutable Default Arguments

Python Tutorial: Clarifying the Issues with Mutable Default Arguments Guide
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Information Mutable default arguments in Python Update
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Mutable Default Arguments in Python
Mutable Default Arguments in Python
Mutable defaults: the WORST noob error in Python
Mutable defaults: the WORST noob error in Python
How to work with mutable default arguments in Python and should you do it at all
How to work with mutable default arguments in Python and should you do it at all
Why You Should NEVER Use Mutable Default Arguments in Python (Alex's Debugging Guide)
Why You Should NEVER Use Mutable Default Arguments in Python (Alex's Debugging Guide)
Python Mutable Default Arguments: The def f(x=[]) Trap Deep Dive
Python Mutable Default Arguments: The def f(x=[]) Trap Deep Dive
Pythonโ€™s Silent Bug: Mutable Default Arguments Explained
Pythonโ€™s Silent Bug: Mutable Default Arguments Explained
Avoid the Trap by Understanding Python's Mutable Default Arguments
Avoid the Trap by Understanding Python's Mutable Default Arguments
The Python Bug That Fools Everyone: Mutable Default Arguments (def f(x=[]))
The Python Bug That Fools Everyone: Mutable Default Arguments (def f(x=[]))
Never Use [ ] as a Default Argument in Python...
Never Use [ ] as a Default Argument in Python...

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Last Updated: November 12, 2026

Future Outlook

Full Python Mutable Default Parameters in 5 minutes: A common misunderstanding (and memoization) News
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