feat: Implement optimization code paths and functionality for initial release #530

Job	Run time
server-ai-openai-windows (3.11)	26s
server-ai-openai-windows (3.13)	22s
server-ai-openai-windows (3.10)	25s
server-ai-optimization-linux (3.13)	19s
server-ai-openai-windows (3.12)	28s
server-ai-optimization-linux (3.11)	14s
server-ai-optimization-linux (3.10)	20s
server-ai-optimization-linux (3.12)	17s
server-ai-linux (3.14)	21s
server-ai-openai-windows (3.14)	27s
server-ai-linux (3.13)	22s
server-ai-langchain-linux (3.10)	20s
server-ai-langchain-linux (3.12)	19s
server-ai-optimization-linux (3.14)	17s
server-ai-linux (3.10)	17s
server-ai-langchain-linux (3.11)	21s
server-ai-linux (3.12)	15s
server-ai-langchain-windows (3.10)	35s
server-ai-langchain-windows (3.14)	35s
server-ai-windows (3.11)	20s
server-ai-optimization-windows (3.14)	42s
server-ai-langchain-windows (3.11)	28s
server-ai-linux (3.11)	16s
server-ai-windows (3.12)	29s
server-ai-openai-linux (3.13)	26s
server-ai-openai-linux (3.12)	25s
server-ai-windows (3.14)	37s
server-ai-optimization-windows (3.13)	25s
server-ai-openai-linux (3.10)	26s
server-ai-optimization-windows (3.10)	22s
server-ai-openai-linux (3.11)	24s
server-ai-openai-linux (3.14)	25s
server-ai-windows (3.13)	33s
server-ai-langchain-windows (3.12)	53s
server-ai-langchain-linux (3.14)	20s
server-ai-optimization-windows (3.11)	26s
server-ai-optimization-windows (3.12)	26s
server-ai-windows (3.10)	21s
server-ai-langchain-windows (3.13)	22s
server-ai-langchain-linux (3.13)	21s
	16m 27s

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