How to Build an AI Agent From Scratch: Architecture, Code, and Production Patterns

An AI agent connects a reasoning model to external tools through a structured execution loop that runs until a defined goal is met. Unlike a chatbot, it does not stop after one response: it reads the result of its last action, replans if the output was wrong or incomplete, and continues until the objective is …