leading to sizeable developments inside our understanding of this subject. Nevertheless, the swift breakthroughs in Large Language Versions (LLMs) and the emergence of LLM-based mostly AI agent frameworks pose new worries and options for further exploration. In the sphere of method automation, a new generation of AI-based mostly brokers has emerged