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learn: retrospective learnings #3389

Job	Run time
check-linting (3.11)	17s
check-types (3.11)	14s
check-types (3.10)	18s
check-linting (3.13)	15s
check-linting (3.14)	19s
Unit Tests + Kernel (Python 3.11)	2m 40s
Unit Tests + Kernel (Python 3.10)	2m 49s
Unit Tests (Python 3.11, min deps)	1m 57s
Unit Tests (Python 3.10, default deps)	2m 3s
Unit Tests (Python 3.11, default deps)	1m 58s
Unit Tests (Python 3.10, min deps)	1m 56s
Unit Tests + PyArrow (Python 3.12, default deps)	2m 40s
check-types (3.12)	19s
Unit Tests + Kernel (Python 3.12)	2m 49s
Unit Tests + Kernel (Python 3.14)	2m 44s
check-types (3.13)	18s
Unit Tests (Python 3.12, default deps)	2m 3s
check-linting (3.12)	18s
Unit Tests + PyArrow (Python 3.10, default deps)	2m 42s
Unit Tests + PyArrow (Python 3.14, min deps)	2m 48s
Unit Tests (Python 3.14, min deps)	2m 0s
Unit Tests + Kernel (Python 3.13)	2m 43s
Unit Tests + PyArrow (Python 3.14, default deps)	2m 40s
Unit Tests (Python 3.14, default deps)	1m 59s
check-types (3.14)	18s
Unit Tests + PyArrow (Python 3.11, min deps)	2m 39s
Unit Tests + PyArrow (Python 3.13, default deps)	2m 45s
Unit Tests + PyArrow (Python 3.10, min deps)	2m 38s
Unit Tests + PyArrow (Python 3.11, default deps)	2m 40s
Unit Tests (Python 3.13, default deps)	1m 57s
check-linting (3.10)	17s
	54m 3s