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Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions:

1. You need to deterministically block any refund transaction that exceeds $500, escalating it to a human instead. What is the architecturally correct method to enforce this critical business rule using the Agent SDK?

A) Add a strong, capitalized warning in the agent's system prompt forbidding refunds over $500.
B) Implement a hook (e.g., PostToolUse or PreToolUse) to programmatically intercept and block the tool call execution.
C) Set the agent's tool_choice parameter to auto so it can assess the financial risk dynamically.
D) Provide 5 negative few-shot examples showing the agent successfully refusing high-value refunds.

2. Which tool must be explicitly included in a coordinator agent's configuration to enable spawning subagents?

A) SubAgent
B) Task
C) Spawn
D) Fork

3. Which of the following strategies are explicitly recommended for designing multi-instance and multi-pass review architectures? Choose 2 correct answers.

A) Splitting multi-file reviews into focused per-file passes for local issues plus a separate cross-file integration pass.
B) Using an independent Claude instance to review generated code without the generator's reasoning context.
C) Forcing consensus across 3 monolithic runs to suppress false positives in large multi-file PRs.
D) Having the same session review its newly generated code to preserve maximum architectural context.

4. When implementing a structured error response for an MCP tool, which property explicitly indicates to the agent whether it should attempt the exact same tool call again?

A) errorCategory
B) tool_choice
C) isRetryable
D) isError

5. When splitting a generic MCP tool (e.g., analyze_document) into purpose-specific tools, which of the following represent improved tool design practices? Choose 2 correct answers.

A) Combining all extraction and summarization functions into a single tool with 25 optional parameters.
B) Creating specific tools with defined input/output contracts like and sununarize_content.
C) Renaming the tools to have completely identical descriptions to let the LLM randomly balance the load.
D) Eliminating functional overlap by ensuring descriptions differentiate each tool's exact purpose.

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