Agent-guided AI development is becoming in the field of artificial intelligence. This innovative approach leverages the capabilities of agents to autonomously design, train, and evaluate AI models. By equipping agents with specialized knowledge, developers can enhance model performance. Furthermore, agent-guided development facilitates a seamless