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

1. In a long-running codebase debugging session, the agent makes important intermediate discoveries but starts forgetting earlier constraints as the context window fills. How can you ensure these intermediate discoveries survive context compression boundaries?

A) Declare global variables in the system prompt to hold state.
B) Persist critical intermediate state to extemal scratchpad files, which survive session boundaries and context resets.
C) Use the - -resume flag to append the new context to the old session.
D) Apply the 'lost in the middle' effect by placing the discoveries in the exact center of the prompt.

2. 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 D
C) Option C
D) Option A

3. Which of the following approaches represent valid techniques for designing prompts that improve precision and reduce false positives?
Choose 2 correct answers.

A) Providing concrete code examples distinguishing acceptable patterns from genuine issues.
B) Using vague instructions like "make it better" to give the model maximum creative freedom.
C) Instructing the model to self-evaluate and drop findings if its conversational confidence is low.
D) Defining explicit, measurable criteria instead of vague instructions.

4. Where should a development team configure a shared Jira MCP server to ensure credentials are NOT leaked in version control?

A) Inside a dedicated secrets. json file that is committed to the repository.
B) In the project-level .mcp.json file, using environment variable expansion syntax like
C) As inline comments within the CLAUDE. md file.
D) In the user-level 4. claude. json file, requiring each team member to manually script the configuration.

5. When designing an autonomous customer support agent, you must explicitly program the conditions under which it stops attempting to solve the problem and escalates to a human. Which of the following are valid, objective escalation triggers? Choose 2 correct answers.

A) The agent detects a policy gap where no existing rule covers the customer's specific situation.
B) The customer explicitly demands to speak with a human representative.
C) The agent assesses its own confidence level to be below 0.6 out of 1.0.
D) The customer expresses high frustration and uses negative sentiment words.

Solutions: