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

1. To maintain a clean and modular configuration, you want to split a monolithic CLAUDE.md file into distinct, topic-specific rule files. How can you include these external rule files into your main project configuration?

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

2. Which of the following statements correctly describe best practices for integrating Claude Code into a CI/CD pipeline? Choose 2 correct answers.

A) Using the Message Batches API for blocking pre-merge checks to maximize cost savings.
B) Running Claude Code in interactive mode to allow developers to answer clarifying questions during the build process.
C) Using the -p flag for non-interactive execution so the pipeline does not hang waiting for user input.
D) Separating the code generation session from the code review session to ensure the reviewer evaluates the code objectively.

3. You need to create a reusable behavior for complex refactoring. To prevent the exploration noise from polluting the main session's context window, which configuration should you use in your SKILL. md?

A) Add the /compact command at the end of the skill's instructions.
B) Use a standard custom command in . claude/commands/ instead of a skill.
C) Set isolation: true in the YAML frontmatter.
D) Set context: fork in the YAML frontmatter.

4. For which of the following workloads is the Message Batches API considered inappropriate due to its architectural constraints?

A) Blocking pre-merge code reviews in a CIICD pipeline.
B) Asynchronous translation of bulk documentation.
C) Weekly compliance scans of customer support logs.
D) Nightly test suite generation across a repository.

5. An MCP tool configured for a quicktechie.com application fails to connect to its backend database due to a timeout. Why is it considered a critical anti-pattern to silently return an empty JSON array [] for this failure?

A) It misleads the agent into believing the search was successfully executed but yielded zero matches, causing catastrophic misunderstandings.
B) It immediately triggers a fatal exception that terminates the entire agentic loop.
C) It automatically triggers an infinite retry loop that consumes unnecessary tokens.
D) It forces the Claude API to throw a schema validation error.

Solutions: