feat: Implement optimization code paths and functionality for initial release #709

Job	Run time
server-ai-langchain-windows (3.10)	27s
server-ai-langchain-linux (3.11)	19s
server-ai-openai-windows (3.10)	23s
server-ai-linux (3.11)	17s
server-ai-langchain-linux (3.14)	25s
server-ai-windows (3.11)	24s
server-ai-langchain-windows (3.13)	22s
server-ai-openai-windows (3.13)	24s
server-ai-openai-linux (3.13)	30s
server-ai-openai-linux (3.10)	25s
server-ai-optimization-windows (3.13)	1m 16s
server-ai-linux (3.10)	17s
server-ai-linux (3.12)	14s
server-ai-openai-linux (3.12)	28s
server-ai-openai-windows (3.12)	26s
server-ai-openai-windows (3.11)	23s
server-ai-windows (3.12)	21s
server-ai-openai-linux (3.14)	26s
server-ai-optimization-windows (3.10)	1m 50s
server-ai-langchain-windows (3.14)	32s
server-ai-windows (3.10)	23s
server-ai-langchain-linux (3.12)	20s
server-ai-optimization-windows (3.11)	1m 33s
server-ai-linux (3.14)	16s
server-ai-optimization-windows (3.12)	1m 49s
server-ai-linux (3.13)	16s
server-ai-langchain-windows (3.11)	23s
server-ai-optimization-linux (3.11)	15s
server-ai-optimization-linux (3.10)	13s
server-ai-optimization-linux (3.13)	11s
server-ai-optimization-windows (3.14)	1m 25s
server-ai-langchain-linux (3.13)	23s
server-ai-windows (3.14)	20s
server-ai-langchain-windows (3.12)	30s
server-ai-optimization-linux (3.14)	15s
server-ai-optimization-linux (3.12)	14s
server-ai-openai-linux (3.11)	25s
server-ai-openai-windows (3.14)	29s
server-ai-windows (3.13)	25s
server-ai-langchain-linux (3.10)	20s
	20m 34s

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