To successfully automate demanding business processes, organizations are rapidly shifting to intelligent AI agents. These advanced agents are engineered to evolve and execute tasks autonomously, releasing human staff for more strategic endeavors. Architecting these AI agents necessitates a deep knowledge of both operational processes and the latest