explain like i'm four

agents, made boring on purpose.

No mystique, no marketing. The eight things you actually need to understand before you train your first agent.

tldr

An agent is a chatbot that can do things, not just say things. Imagine a really good assistant who can also click buttons.

what makes it more than a chatbot

A normal LLM (like ChatGPT in the box) just talks. An agent has tools — small programs it can run. "Send 1 USDC to this address", "fetch this URL", "post this tweet". The brain decides; the tools act.

It's like the difference between a smart friend giving you advice on the phone, and a smart friend who is sitting at your desk and can actually open the laptop.

the loop

Every conversation goes you say something → agent thinks → agent picks a tool (maybe) → tool runs → agent reads the result → agent talks to you. Repeat. That's it. There is no magic.

why this matters

Once an agent can use tools, it can do real work — book the flight, send the message, file the expense, do the trade. A chatbot tells you what to do. An agent does it.

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