Intelligent agents are gaining increasingly relevant in a wide range of domains. These agents are designed to perform tasks autonomously, utilizing advanced algorithms and information to make informed decisions. Crafting effective intelligent agents requires a multidisciplinary approach that integrates areas such as artificial intelligence, system