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ci: port shared engineer bot learnings #3607

Job	Run time
check-linting (3.13)	14s
check-types (3.12)	14s
Unit Tests (Python 3.12, default deps)	2m 9s
check-linting (3.10)	31s
check-types (3.13)	14s
Unit Tests + PyArrow (Python 3.10, default deps)	2m 57s
check-linting (3.11)	13s
check-types (3.11)	13s
check-linting (3.12)	18s
check-types (3.14)	15s
Unit Tests + Kernel (Python 3.12)	2m 57s
check-linting (3.14)	16s
Unit Tests + Kernel (Python 3.10)	3m 0s
Unit Tests + Kernel (Python 3.13)	2m 51s
check-types (3.10)	31s
Unit Tests (Python 3.10, default deps)	2m 21s
Unit Tests + Kernel (Python 3.11)	2m 37s
Unit Tests + PyArrow (Python 3.12, default deps)	2m 51s
Unit Tests + PyArrow (Python 3.11, default deps)	2m 31s
Unit Tests + PyArrow (Python 3.14, min deps)	3m 5s
Unit Tests + PyArrow (Python 3.13, default deps)	2m 39s
Unit Tests + PyArrow (Python 3.10, min deps)	3m 1s
Unit Tests + Kernel (Python 3.14)	2m 54s
Unit Tests (Python 3.14, default deps)	2m 14s
Unit Tests (Python 3.10, min deps)	2m 21s
Unit Tests + PyArrow (Python 3.14, default deps)	2m 54s
Unit Tests + PyArrow (Python 3.11, min deps)	2m 59s
Unit Tests (Python 3.13, default deps)	2m 14s
Unit Tests (Python 3.11, min deps)	2m 1s
Unit Tests (Python 3.14, min deps)	2m 9s
Unit Tests (Python 3.11, default deps)	2m 4s
	57m 48s