Build an AI Research Agent0% done
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Lesson 5 of 6~1 min read

Lesson 4 — Watching It Think

Run your agent on a few real questions and study what it does:

Lesson 4 — Watching It Think

Run your agent on a few real questions and study what it does:

Try these prompts:

  • "What are the best AI coding assistants available right now? Compare Cursor, GitHub Copilot, and Claude Code."
  • "Research how companies are using AI agents in customer service. What results are they seeing?"
  • "Find the top 5 Shopify apps for upselling, compare features and pricing."
  • What to watch for in the terminal output:

  • How many searches does it run before reading pages? (Usually 1–2 broad searches first)
  • Which URLs does it choose to read? (It's making judgment calls about relevance)
  • Does it read multiple pages or stop at one? (Good agents read 3–5 to triangulate)
  • How does the final report structure differ from a single-search answer?
  • **A key insight:** Notice that the agent often searches, finds something interesting, searches again based on what it learned, then reads specific pages. That adaptive behavior — changing strategy based on what it finds — is what separates an agent from a simple chatbot.

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