feat: implements base optimization logic in the optimization sdk #410

Job	Run time
server-ai-openai-linux (3.13)	18s
server-ai-openai-linux (3.11)	18s
server-ai-langchain-windows (3.13)	22s
server-ai-windows (3.13)	20s
server-ai-langchain-windows (3.11)	22s
server-ai-langchain-windows (3.10)	20s
server-ai-windows (3.10)	20s
server-ai-openai-linux (3.12)	18s
server-ai-windows (3.11)	23s
server-ai-openai-linux (3.10)	18s
server-ai-langchain-windows (3.12)	24s
server-ai-langchain-linux (3.11)	22s
server-ai-optimization-linux (3.10)	12s
server-ai-openai-windows (3.13)	26s
server-ai-optimization-linux (3.13)	14s
server-ai-optimization-linux (3.11)	12s
server-ai-openai-windows (3.12)	21s
server-ai-openai-windows (3.10)	39s
server-ai-linux (3.10)	20s
server-ai-optimization-linux (3.12)	10s
server-ai-openai-windows (3.11)	22s
server-ai-langchain-linux (3.12)	17s
server-ai-linux (3.13)	17s
server-ai-optimization-windows (3.11)	18s
server-ai-langchain-linux (3.13)	19s
server-ai-linux (3.12)	15s
server-ai-windows (3.12)	23s
server-ai-optimization-windows (3.13)	23s
server-ai-optimization-windows (3.12)	19s
server-ai-optimization-windows (3.10)	23s
server-ai-linux (3.11)	15s
server-ai-langchain-linux (3.10)	20s
	10m 30s

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