Python package

docs: update AGENTS.md with CI guidance and change-context table #3550

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Run time

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Job	Run time
detect_changes	5s
python-check (3.10, macos-latest)	7s
python-check (3.11, macos-latest)	7s
python-check (3.11, ubuntu-22.04)	4s
python-check (3.10, ubuntu-22.04)	6s
python-check (3.11, windows-latest)	10s
python-check (3.10, windows-latest)	11s
python-check (3.12, macos-latest)	7s
python-check (3.12, ubuntu-22.04)	6s
python-check (3.14, ubuntu-22.04)	6s
python-check (3.13, windows-latest)	11s
python-check (3.13, ubuntu-22.04)	6s
python-check (3.14, windows-latest)	15s
python-check (3.13, macos-latest)	6s
python-check (3.14, macos-latest)	8s
python-check (3.12, windows-latest)	11s
	2m 6s