feat: Implement optimization code paths and functionality for initial release #702

Job	Run time
server-ai-linux (3.10)	15s
server-ai-linux (3.14)	18s
server-ai-optimization-linux (3.14)	15s
server-ai-langchain-windows (3.11)	22s
server-ai-langchain-windows (3.10)	40s
server-ai-linux (3.11)	16s
server-ai-optimization-linux (3.10)	10s
server-ai-optimization-linux (3.11)	14s
server-ai-linux (3.13)	17s
server-ai-optimization-linux (3.12)	10s
server-ai-optimization-linux (3.13)	9s
server-ai-langchain-windows (3.13)	28s
server-ai-langchain-windows (3.12)	22s
server-ai-windows (3.13)	27s
server-ai-linux (3.12)	19s
server-ai-langchain-linux (3.10)	24s
server-ai-langchain-linux (3.13)	23s
server-ai-langchain-linux (3.11)	19s
server-ai-windows (3.11)	20s
server-ai-langchain-linux (3.12)	18s
server-ai-optimization-windows (3.10)	1m 39s
server-ai-langchain-linux (3.14)	21s
server-ai-openai-windows (3.11)	24s
server-ai-openai-linux (3.10)	25s
server-ai-openai-windows (3.14)	21s
server-ai-openai-windows (3.13)	35s
server-ai-openai-linux (3.14)	25s
server-ai-windows (3.10)	20s
server-ai-optimization-windows (3.12)	1m 43s
server-ai-optimization-windows (3.13)	1m 43s
server-ai-openai-linux (3.13)	26s
server-ai-openai-linux (3.11)	28s
server-ai-openai-windows (3.12)	25s
server-ai-openai-windows (3.10)	25s
server-ai-openai-linux (3.12)	25s
server-ai-langchain-windows (3.14)	25s
server-ai-windows (3.14)	21s
server-ai-optimization-windows (3.11)	1m 36s
server-ai-optimization-windows (3.14)	1m 44s
server-ai-windows (3.12)	23s
	21m 0s

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