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Anthropic CCA-F Dumps PDF
Claude Certified Architect Foundations- 300 Questions & Answers
- Update Date : July 16, 2026
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Question 1
A developer has built their complete agent system and needs to do a final review before productiondeployment. According to the exam guide's reliability checklist, which of the following is NOT arecommended pre-deployment check?
A. Verify that all safety-critical rules are enforced via hooks/code rather than only via promptsB. Confirm that rate limiting and circuit breakers are configured for all external tool calls
C. Ensure 100% test coverage of all possible user input combinations
D. Validate that compaction preserves critical state information through custom instructions
Question 2
Your organization is building a document review agent that processes hundreds of contracts daily. Eachcontract review generates a structured report. They want to measure the quality of reviews over time todetect drift or degradation. What evaluation architecture supports continuous quality monitoring?
A. Randomly sample 5% of reviews for manual human evaluation weeklyB. Run every review through a second Claude evaluation pass that scores quality on predefined dimensions
C. Compare each review's structure to a template and flag deviations
D. Use a combination: automated structural checks on 100% of reviews plus LLM-based evaluation on 10% sample plus human review of flagged outliers
Question 3
A developer needs to understand how Claude handles system prompt instructions vs. user instructionswhen they conflict. A system prompt says 'Always respond in formal English' but a user says 'talk tome casually bro.' What is the expected behavior according to Claude's instruction hierarchy?
A. User instructions always override system prompt instructionsB. Claude will average the two styles and respond in semi-formal language
C. System prompt instructions take precedence over user instructions — Claude should maintain formal English
D. The most recent instruction takes precedence regardless of source
Question 4
A team implements an agent with the Agent SDK. They want to add observability: logging each toolcall with timing, inputs, outputs, and model decisions. The Agent SDK uses setting_sources forconfiguration. Where should they implement the logging?
A. In the system prompt: 'Log every tool call you make with its parameters and timing'B. Enable debug mode in the Agent SDK to get automatic logging
C. Wrap each tool handler with a logging decorator that captures inputs, outputs, execution time, and errors before returning results to the Agent SDK
D. Add a 'log' tool that Claude calls after every operation
Question 5
An architect wants their agent to handle a multi-language customer base (English, Spanish, Japanese).The system prompt is in English. When a customer writes in Japanese, the agent should respond inJapanese. System prompt instructions and tool results are in English. How should the translation behandled?
A. Keep the system prompt and tools in English — Claude naturally responds in the customer'slanguage. Tool results in English are understood by Claude and the response is generated in thedetected languageB. Translate the system prompt into each language and use the matching one per request
C. Use a translation MCP tool to convert everything to the customer's language before Claude processes it
D. Create separate agent configurations per language