Multi-step tools — when one tool isn't enough — step 8 of 9

Build the multi-tool agent. Write run_agent(question) that:

• Starts with a messages list containing one user turn with question.

• Loops up to 5 times, calling fake_model(messages) each iteration.

• On stop_reason == "end_turn": return response["content"][0]["text"].

• On stop_reason == "tool_use": there may be ONE OR MORE tool_use blocks in response["content"]. For each one, look up the tool in the TOOLS registry and call it with **block["input"]. Build a list of tool_result blocks (each with the matching tool_use_id) and append both turns:

  1. The full assistant turn ({"role": "assistant", "content": response["content"]})
  2. One user turn whose content is the list of tool_result blocks.

• If the cap is hit without end_turn, return "capped".

Then call it once and print the result.

Expected output:

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