ciunkos.com/Glossary

Agents and tools

AI agent

A model that decides its next step itself, calls tools and repeats until the task is done.

An agent is a language model running in a loop with tools. Instead of answering once, it plans, calls a tool (search, code, an API), reads the result and decides what to do next. The difference from a workflow is who controls the steps: in a workflow your code does, in an agent the model does.

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Related terms

  • Agentic loop: The cycle of model call, tool call and result that an agent repeats until it stops.
  • Tool use (function calling): The model returns a structured request to run a function you defined; your code runs it.
  • Human in the loop: A person approves, edits or rejects the agent’s action before it takes effect.

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