What Is an AI Agent? A Builder's Definition from Production
After shipping a dozen AI agents into production—from financial advisors that text Venezuelan migrants via WhatsApp to multi-agent procurement systems running on Oracle Cloud—I've developed a specific definition. An AI agent observes its environment,...
aideazz.hashnode.dev7 min read
Ali Muwwakkil
In our experience, the real magic behind successful AI agents isn't just in sophisticated algorithms -it's about integrating them seamlessly into existing systems. For example, in many enterprise deployments, we've seen that understanding token usage and optimizing prompt engineering can significantly improve agent efficiency and reduce operational costs. Most teams overlook these technical nuances, which are crucial for production-level performance. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)