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Split one hard job across specialized agents — research, write, supervise — and hand work off with a clear message between them.
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Multi-Agent Patterns
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Multi-Agent Patterns
Contract
- Put your API key in the practice file (fine for local learning)
- Create an authenticated client
- Researcher → short notes from order 4412
- Writer → customer draft from notes
- Supervisor → approve or revise once; print handoffs + final
multi_agent_demo.py
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Example console
Sample run — exact text can vary
[Researcher] notes: order 4412 — laptop stand — $12 — delivered [Writer] draft: Hi — sorry your laptop stand (order 4412) arrived broken. We can refund $12. [Supervisor] decision: APPROVE --- final --- Hi — sorry your laptop stand (order 4412) arrived broken. We can refund $12.