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

1. A backend MCP tool encounters a timeout while querying a database. Which structured error response design is the correct approach to propagate this to the agent?

A) Return a generic {"error": "Operation failed"} to secure internal infrastructure details.
B) Return a valid empty JSON array [ ] to avoid crashing the agentic loop.
C) Terminate the MCP server process completely.
D) Return structured error metadata including an isError: true flag, the error category, and an isRetryable': true boolean.

2. A developer at quicktechie.com wants to configure Claude Code to always use their preferred Vim keybindings, without enforcing this standard on the rest of their team. Where must this configuration be placed?

A) Option B
B) Option A
C) Option C
D) Option D

3. When implementing structured data extraction for a application, what does utilizing tool_use with a strict JSON schema explicitly guarantee?

A) Elimination of all hallucinations and inaccurate data extraction.
B) Both structural compliance and semantic correctness of the extracted data.
C) Structural compliance, ensuring valid JSON syntax and required fields, but not semantic accuracy.
D) Automatic retry loops if the extracted values fail business logic validation.

4. When integrating Claude Code into continuous integration and delivery pipelines, which of the following practices are highly recommended for reliability and automation? Choose 2 correct answers.

A) Executing Claude Code using the -p flag to ensure the process runs non-interactively.
B) Having the same session that generated the code perform the final review to ensure context consistency.
C) Isolating the code generator session from the code reviewer session to eliminate confirmation bias.
D) Using the Message Batches API to execute blocking pre-merge pull request checks to save costs.

5. What is the recommended strategy for an agent to trace function usage across wrapper modules in an unfamiliar codebase?

A) Use the Edit tool to temporarily inject logging statements into every module and observe the output.
B) Read all project files upfront to build a comprehensive context map in memory.
C) Start with Grep to identify all exported names and entry points, search for each name across the codebase, and then use Read to trace specific flows.
D) Use Glob to find all . js and .ts files and concatenate them using Bash to preserve token sequence.

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