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Adding detailed logging to: 1. Show call stack when _create_chat_result is called 2. Verify our wrapper is being executed 3. Check result after _convert_dict_to_message processes tool_calls 4. Identify exact point where string args become the problem This will help determine if error occurs during response processing or if there's a separate code path bypassing our wrapper.