- Exam Code: CCA-F
- Exam Name: Claude Certified Architect Foundations (CCA-F)
- Updated: Jun 30, 2026
- Q & A: 323 Questions and Answers
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1. Which of the following patterns represent best practices for implementing handoffs and enforcement in multi-step workflows? Choose 2 correct answers.
A) process _ refund.
B) Relying on the agent's self-reported confidence score to trigger mid-process escalation decisions.
C) Implementing programmatic prerequisites that explicitly block downstream tool calls until required verification steps are completed.
D) Compiling structured handoff summaries containing root causes and recommended actions when escalating to human agents.
E) Using prompt-based instructions to guarantee that a lookup_order tool is always called before
2. 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) Set isolation: true in the YAML frontmatter.
B) Use a standard custom command in . claude/commands/ instead of a skill.
C) Set context: fork in the YAML frontmatter.
D) Add the /compact command at the end of the skill's instructions.
3. In a financial application, identity verification must be completed before processing transactions. What is the most architecturally sound method to enforce this prerequisite workflow?
A) Write a capitalized warning in the prompt: 'NEVER process a transaction before verifying identity'.
B) Implement programmatic prerequisites that block downstream tool calls (e.g., process_transaction) until the identity verification step has successfully completed.
C) Provide negative few-shot examples in the system prompt demonstrating the agent refusing to process unverified transactions.
D) Set tool_choice:"any" so the agent can evaluate the financial risk dynamically before acting.
4. When designing JSON schemas for structured data extraction, which practices help prevent hallucinations and misclassifications?
Choose 2 correct answers.
A) Using an other enum value paired with a detail string field for extensible categorization.
B) Omitting the required array entirely to provide maximum generation flexibility.
C) Using nullable fields (e.g., ["string ," "null"]) when data might be absent from the source.
D) Setting tool_choice: "auto" to allow conversational bypass when data is unclear.
5. When streaming responses that include tool calls in the Claude API, why might you observe buffering delays followed by bursts of text?
A) The API validates JSON chunks and waits for complete top-level key-value pairs before sending them to the client.
B) The API is performing a secondary security check on the generated tokens to prevent prompt injection.
C) The API automatically waits for the entire tool output to be generated before streaming begins.
D) The ContentBlockDelta events are rate-limited to 10 events per second.
Solutions:
| Question # 1 Answer: A,D | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: A,C | Question # 5 Answer: A |
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