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Claude Certifications

Q96. An autonomous coding agent repeatedly edits production systems incorrectly. What is the BEST mitigation?

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Q93. A retrieval pipeline returns irrelevant chunks frequently. What is MOST likely needed?

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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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