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What is AI agent?

Also called: agentic AI · autonomous agent

An AI agent is a model that plans, takes actions with tools (search, code, APIs), observes the results and repeats until a goal is met — instead of answering once.

A plain chat model answers a message. An agent runs a loop: decide what to do, call a tool, read what came back, decide again. That lets it complete multi-step jobs — research a topic across sources, fix a bug and run the tests, book something — with a human checking the important steps.

Agents amplify prompt quality: a vague goal produces expensive wandering. Good agent prompts define the objective, the tools and when to use them, the stopping condition, and what the agent must ask before doing.

Example
Goal: find three venues for a 40-person offsite in Lisbon under €3k. Tools: web search. Rules: stop after 8 searches; never contact a venue; return a table with price, capacity, distance from the airport and source link.
How to use it well
  1. Set a step or budget limit so loops end.
  2. List what needs human approval before acting.
  3. Ask for a plan first and approve it.
Go deeper
Building Simple Agents (course)
Related terms
RAG (retrieval-augmented generation)Prompt chainingGuardrailsAll terms →

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