DOC: Add AGENTS.md with basic type and docstring guidelines #51885

Job	Run time
ASV Benchmarks	19m 40s
Docstring validation, typing, and other manual pre-commit hooks	16m 14s
Test install requirements-dev.txt	1m 41s
Build Docker Dev Environment	2m 44s
	40m 19s

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