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This reduces confusion w/ types like `AgentState`, different arg names, etc. Second attempt, following https://github.com/langchain-ai/langchain/pull/33249 * Ability to pass through `cache` and name in `create_agent` as compilation args for the agent * Right now, removing `test_react_agent.py` but we should add these tests back as implemented w/ the new agent * Add conditional edge when structured output tools are present to allow for retries * Rename `tracking` to `model_call_limit` to be consistent w/ tool call limits We need in the future (I'm happy to own): * Significant test refactor * Significant test overhaul where we emphasize and enforce coverage