causing major progress inside our understanding of this discipline. Nevertheless, the speedy developments in Huge Language Products (LLMs) and also the emergence of LLM-based mostly AI agent frameworks pose new difficulties and alternatives for further study. In the sector of course of action automation, a whole new generation of AI-centered agents