feat: Implement optimization code paths and functionality for initial release #529

Job	Run time
server-ai-langchain-linux (3.10)	22s
server-ai-langchain-linux (3.14)	22s
server-ai-langchain-windows (3.11)	28s
server-ai-openai-linux (3.10)	28s
server-ai-langchain-windows (3.13)	28s
server-ai-langchain-linux (3.13)	20s
server-ai-langchain-linux (3.12)	19s
server-ai-langchain-windows (3.14)	25s
server-ai-openai-linux (3.14)	26s
server-ai-openai-linux (3.12)	23s
server-ai-langchain-linux (3.11)	20s
server-ai-openai-windows (3.11)	28s
server-ai-windows (3.11)	39s
server-ai-windows (3.12)	35s
server-ai-windows (3.14)	28s
server-ai-windows (3.13)	25s
server-ai-linux (3.10)	16s
server-ai-openai-windows (3.12)	26s
server-ai-windows (3.10)	20s
server-ai-openai-linux (3.13)	28s
server-ai-langchain-windows (3.10)	24s
server-ai-langchain-windows (3.12)	31s
server-ai-linux (3.11)	17s
server-ai-openai-windows (3.10)	29s
server-ai-linux (3.12)	19s
server-ai-optimization-linux (3.10)	43s
server-ai-optimization-windows (3.12)	47s
server-ai-linux (3.13)	17s
server-ai-openai-linux (3.11)	24s
server-ai-optimization-windows (3.11)	43s
server-ai-linux (3.14)	21s
server-ai-openai-windows (3.13)	32s
server-ai-openai-windows (3.14)	32s
server-ai-optimization-linux (3.13)	34s
server-ai-optimization-linux (3.12)	34s
server-ai-optimization-linux (3.11)	38s
server-ai-optimization-windows (3.10)	46s
server-ai-optimization-windows (3.13)	40s
server-ai-optimization-linux (3.14)	34s
server-ai-optimization-windows (3.14)	45s
	19m 16s

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