Python CI

reuse sessions to eliminate fd leak #1644

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Run time

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Job	Run time
Lint & Type Check	1m 7s
MCP End-to-End Tests	1m 1s
Batch Evaluation Tests	1m 4s
Core Tests (Python 3.11, Shard 1/4)	2m 4s
Core Tests (Python 3.11, Shard 3/4)	2m 0s
Core Tests (Python 3.12, Shard 2/4)	4m 47s
Core Tests (Python 3.10, Shard 4/4)	1m 58s
Core Tests (Python 3.10, Shard 3/4)	2m 0s
Core Tests (Python 3.12, Shard 1/4)	2m 27s
Core Tests (Python 3.12, Shard 3/4)	1m 56s
Core Tests (Python 3.10, Shard 1/4)	2m 31s
Core Tests (Python 3.11, Shard 2/4)	4m 33s
Core Tests (Python 3.11, Shard 4/4)	1m 51s
Core Tests (Python 3.10, Shard 2/4)	4m 44s
Core Tests (Python 3.12, Shard 4/4)	1m 55s
	35m 58s