feat: Implement optimization code paths and functionality for initial release #661

Job	Run time
server-ai-windows (3.10)	25s
server-ai-windows (3.12)	19s
server-ai-windows (3.14)	29s
server-ai-langchain-windows (3.14)	32s
server-ai-windows (3.13)	29s
server-ai-openai-windows (3.10)	33s
server-ai-openai-linux (3.11)	29s
server-ai-langchain-windows (3.12)	30s
server-ai-windows (3.11)	20s
server-ai-openai-windows (3.14)	32s
server-ai-linux (3.10)	17s
server-ai-openai-windows (3.12)	26s
server-ai-langchain-windows (3.13)	22s
server-ai-linux (3.13)	19s
server-ai-openai-linux (3.10)	27s
server-ai-openai-linux (3.12)	26s
server-ai-langchain-windows (3.10)	24s
server-ai-langchain-linux (3.13)	23s
server-ai-openai-windows (3.13)	23s
server-ai-langchain-linux (3.10)	21s
server-ai-linux (3.12)	15s
server-ai-linux (3.11)	19s
server-ai-langchain-linux (3.12)	22s
server-ai-openai-windows (3.11)	27s
server-ai-linux (3.14)	19s
server-ai-langchain-windows (3.11)	37s
server-ai-optimization-windows (3.10)	1m 7s
server-ai-langchain-linux (3.11)	20s
server-ai-openai-linux (3.13)	26s
server-ai-optimization-windows (3.12)	1m 5s
server-ai-optimization-windows (3.13)	59s
server-ai-optimization-windows (3.14)	1m 2s
server-ai-langchain-linux (3.14)	20s
server-ai-optimization-windows (3.11)	1m 3s
server-ai-optimization-linux (3.13)	9s
server-ai-optimization-linux (3.12)	10s
server-ai-optimization-linux (3.10)	11s
server-ai-optimization-linux (3.14)	11s
server-ai-optimization-linux (3.11)	7s
server-ai-openai-linux (3.14)	27s
	18m 22s

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