Intelligent systems are becoming increasingly sophisticated in a wide range of domains. These agents are designed to execute tasks autonomously, leveraging advanced algorithms and knowledge to make intelligent decisions. Crafting effective intelligent agents requires a comprehensive approach that includes areas such as deep intelligence, system sc