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Structured output is not the same as a real tool call

Separate “return JSON” from “actually did the thing.”

Two different things

  • Structured output: the model formats intent as JSON, a table, or named fields
  • Real tool use: the surrounding system uses those fields to fetch data or perform an action

Why the distinction matters

If the model only returns JSON, it did not actually:

  • fetch the latest weather
  • edit your repository
  • book the room

It only described the next step clearly.

Why we still practice it

Structured output is where you learn to:

  • identify the right tool
  • extract required parameters
  • leave a clean interface for later automation

That same skill carries into IDE agents and local agents.

Further reading