Intelligent systems are gaining increasingly relevant in a wide range of domains. These agents are designed to perform tasks autonomously, employing advanced algorithms and information to make informed decisions. Crafting effective intelligent agents requires a diverse approach that includes areas such as artificial intelligence, software science,