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Explore OpenAI's new Agent Builder and ChatKit tools for creating multi-agent systems in this 10-minute tutorial. Learn to design multi-step agent workflows using Agent Builder's visual canvas interface, focusing on a practical example analyzing global ecosystems and West Coast US environmental challenges using GPT-5 PRO as the core intelligence. Discover how to create modular intelligence systems by defining multiple specialized agents with tool usage capabilities for specific tasks, reducing overall system complexity. Understand the workflow creation process, including obtaining workflow IDs and integrating chat functionality into frontend applications that connect to your custom agent workflows as backends. Examine the fundamental limitation that agent reasoning capabilities are constrained by the underlying vision-language model's reasoning capacity, and explore the ongoing tension between parametric knowledge and in-context learning approaches in AI systems.
