Why You Should Never Use Mutable Default Arguments In Python Alex S Debugging Guide

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Python Tutorial: Clarifying the Issues with Mutable Default Arguments Guide

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Avoiding Mutable Default Arguments in Python

How to work with mutable default arguments in Python and should you do it at all

Mutable defaults: the WORST noob error in Python

Why your Python function remembers the last call — mutable default arguments

The Mutable Default Argument In Python

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

#73 Python for Beginners: Mutable Default Arguments In Python

Never Use [ ] as a Default Argument in Python...

python parameter defaults are (mutable) globals (intermediate) anthony explains #364

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Last Updated: September 19, 2026

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Python’s Silent Bug: Mutable Default Arguments Explained Update

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