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Claude Certifications

Q1. A team wants Claude to always return structured JSON responses for downstream automation. What is the BEST approach?

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An enterprise telecom company builds a multi-agent AI support platform with separate agents for: • billing issues, • technical troubleshooting, • and account verification. Users sometimes receive duplicate responses because multiple agents attempt to answer simultaneously. What is the BEST orchestration improvement?

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