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causing important progress within our idea of this discipline. Nevertheless, the immediate improvements in Big Language Styles (LLMs) and the emergence of LLM-based AI agent frameworks pose new challenges and alternatives for further exploration. In the field of approach automation, a new generation of AI-based mostly brokers has emerged, enabling