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learn: retrospective learnings #3358

Job	Run time
Unit Tests + Kernel (Python 3.12)	2m 55s
Unit Tests + PyArrow (Python 3.14, min deps)	2m 57s
Unit Tests + Kernel (Python 3.14)	2m 52s
Unit Tests + Kernel (Python 3.11)	2m 44s
check-linting (3.14)	23s
check-types (3.12)	22s
check-linting (3.12)	22s
check-types (3.10)	24s
Unit Tests (Python 3.11, default deps)	2m 4s
Unit Tests + Kernel (Python 3.10)	2m 56s
check-linting (3.13)	21s
Unit Tests (Python 3.10, min deps)	2m 0s
Unit Tests + Kernel (Python 3.13)	2m 54s
Unit Tests + PyArrow (Python 3.10, default deps)	2m 37s
check-linting (3.10)	22s
Unit Tests (Python 3.10, default deps)	2m 3s
Unit Tests + PyArrow (Python 3.11, min deps)	2m 49s
Unit Tests (Python 3.11, min deps)	1m 58s
Unit Tests + PyArrow (Python 3.10, min deps)	2m 40s
Unit Tests + PyArrow (Python 3.11, default deps)	2m 40s
check-linting (3.11)	19s
Unit Tests + PyArrow (Python 3.13, default deps)	2m 33s
Unit Tests + PyArrow (Python 3.12, default deps)	2m 50s
Unit Tests (Python 3.13, default deps)	2m 6s
check-types (3.13)	23s
Unit Tests (Python 3.14, default deps)	2m 7s
Unit Tests + PyArrow (Python 3.14, default deps)	2m 42s
check-types (3.11)	20s
Unit Tests (Python 3.14, min deps)	2m 6s
Unit Tests (Python 3.12, default deps)	2m 3s
check-types (3.14)	22s
	56m 14s