AI agents are no longer a research curiosity. They ship production features, automate DevOps pipelines, and run entire customer-support workflows. Yet most tutorials stop at "call an LLM and print the response." This guide goes further. By the end you will have a working Python agent that reasons, uses tools, remembers context across sessions, and...