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Marc Gibbons

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Finding 2.0PyCon US 20252025-05-16
Claims include nearly 90% below 2.0 for PyPI packages using semantic versioning with a QR code linking to the data; examples: NumPy takes ~18 years and Pandas…
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Finding 2.0 with Marc GibbonsDjangoCon US 20242024-09-22
Claims that nearly 90% of PyPI packages using semantic versioning sit below 2.0 come with data: a CSV of latest versions filtered by a semantic-version regex…
Talk on
Empathetic testing: Developing with compassion and humilityDjangoCon US 20232023-10-16
Tests defend the way code was written, not what it does: a calculator API breaks only when numpy’s ipmt moves into numpy_financial, leaving 100% coverage that…
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