From Chatbot to Agent: How We Add Tools, Memory, and Loops to LLMs

A developer explains how to turn a basic LLM into an autonomous agent by adding system prompts, tool calling, loops, and memory. Tools like web search, file read, and terminal commands enable the AI to perform multi-step tasks. The agent loop allows continuous reasoning and action without human intervention.