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Claude Certified Architect - Foundations (CCA-F)

Scenario questions on the trade-offs of shipping production apps with Claude Code, the Claude Agent SDK, the Claude API and MCP: support agents, multi-agent research, CI/CD pipelines, code generation and conversational design.

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A document analysis agent discovers that two credible sources contain directly contradictory statistics for a key metric: a government report states 40% growth, while an industry analysis states 12%. Both sources look credible, and the discrepancy could materially affect the research conclusions. How should the document analysis agent handle this situation most effectively?

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