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Parallelize tests for faster PR turnaround time (#372) #1560

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Run time

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Job	Run time
Lint & Type Check	1m 9s
MCP End-to-End Tests	49s
Core Tests (Python 3.10, Shard 4/4)	1m 57s
Core Tests (Python 3.11, Shard 1/4)	2m 41s
Core Tests (Python 3.10, Shard 1/4)	2m 58s
Core Tests (Python 3.11, Shard 4/4)	1m 47s
Core Tests (Python 3.10, Shard 2/4)	4m 24s
Core Tests (Python 3.10, Shard 3/4)	2m 0s
Core Tests (Python 3.12, Shard 4/4)	1m 53s
Core Tests (Python 3.12, Shard 1/4)	2m 48s
Core Tests (Python 3.12, Shard 2/4)	4m 47s
Core Tests (Python 3.11, Shard 2/4)	4m 11s
Core Tests (Python 3.11, Shard 3/4)	1m 59s
Core Tests (Python 3.12, Shard 3/4)	1m 58s
Batch Evaluation Tests	1m 9s
	36m 30s