feat: Implement optimization code paths and functionality for initial release #711

Job	Run time
server-ai-langchain-windows (3.12)	25s
server-ai-langchain-linux (3.14)	19s
server-ai-langchain-windows (3.10)	28s
server-ai-openai-windows (3.13)	30s
server-ai-langchain-linux (3.11)	23s
server-ai-langchain-linux (3.13)	25s
server-ai-langchain-linux (3.12)	21s
server-ai-langchain-linux (3.10)	21s
server-ai-langchain-windows (3.13)	23s
server-ai-openai-windows (3.14)	24s
server-ai-langchain-windows (3.14)	59s
server-ai-langchain-windows (3.11)	21s
server-ai-windows (3.14)	21s
server-ai-openai-windows (3.12)	27s
server-ai-optimization-windows (3.14)	1m 40s
server-ai-optimization-windows (3.12)	1m 20s
server-ai-linux (3.11)	15s
server-ai-optimization-linux (3.13)	1m 5s
server-ai-optimization-linux (3.11)	1m 6s
server-ai-optimization-windows (3.13)	1m 43s
server-ai-optimization-linux (3.12)	1m 15s
server-ai-optimization-windows (3.10)	1m 33s
server-ai-openai-linux (3.10)	27s
server-ai-openai-linux (3.12)	25s
server-ai-linux (3.10)	20s
server-ai-windows (3.13)	23s
server-ai-openai-windows (3.10)	30s
server-ai-linux (3.12)	18s
server-ai-openai-windows (3.11)	27s
server-ai-linux (3.13)	18s
server-ai-optimization-windows (3.11)	1m 25s
server-ai-optimization-linux (3.14)	1m 15s
server-ai-windows (3.12)	33s
server-ai-linux (3.14)	21s
server-ai-optimization-linux (3.10)	1m 22s
server-ai-windows (3.10)	21s
server-ai-openai-linux (3.13)	23s
server-ai-openai-linux (3.11)	26s
server-ai-openai-linux (3.14)	24s
server-ai-windows (3.11)	28s
	26m 10s

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