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examples/agents_sdk/AI_Research_Assistant_Cookbook.ipynb

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"source": [
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"### 5 — Guardrails & Best Practices <a id='best-practices'></a>\n",
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"* **Crawl → Walk → Run**: start with a single agent, then expand into a swarm. \n",
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"* **Expose intermediate reasoning** (“show the math”) to build user trust. \n",
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"* **Expose intermediate reasoning** (“show the math”) to build user trust. \n",
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"* **Parameterise UX** so analysts can tweak report format and source mix. \n",
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"* **Native OpenAI tools first** (web browsing, file ingestion) before reinventing low‑level retrieval. "
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]

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