Anthropic CCA-F Exam Dumps PDF

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 prompts 
B. 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

Answer: C

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 weekly 
B. 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

Answer: D

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 instructions
B. 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 

Answer: C

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 

Answer: C

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 language
B. 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 

Answer: A

Question 6

A developer is implementing streaming for their Claude integration. They want to display a 'typing'indicator while Claude is generating thinking blocks, and switch to displaying text when the responsetext starts. Which streaming events signal this transition?

A. A 'phase_change' event indicates the switch from thinking to text generation 
B. The content_block_stop event for the thinking block followed by content_block_start for the text block signals the transition
C. The message_delta event includes a 'current_phase' field 
D. Thinking and text generation happen in separate streaming connections 

Answer: B

Question 7

A team builds an MCP tool that manages Kubernetes clusters. The tool includes operations likescale_deployment, delete_pod, and drain_node. These are high-impact operations that should requireconfirmation. How should the tool design handle dangerous operations?

A. Add 'DANGEROUS:' prefix to tool descriptions and rely on Claude to warn the user 
B. Separate dangerous tools into a different MCP server that requires admin credentials 
C. Require the user to type 'CONFIRM' before each dangerous operation 
D. Implement a two-phase execution: the tool first returns a preview of what will happen (dry run), and requires a second call with a confirmation token to execute

Answer: D

Question 8

A senior developer is optimizing their token costs. They discover that 60% of their API cost comesfrom input tokens (most content is repeated context). Only 15% comes from output tokens, and 25%from thinking tokens. What optimization provides the biggest cost reduction?

A. Reduce output length with max_tokens to save on the 15% output cost 
B. Reduce thinking budget to save on the 25% thinking cost 
C. Switch to a smaller model that has lower per-token costs across all categories 
D. Implement prompt caching to save on the 60% input cost — cache reads cost only 10% of base input price

Answer: D

Question 9

A developer is configuring Claude Code for a project that uses both JavaScript and Rust. TheJavaScript code follows Prettier formatting while Rust follows rustfmt conventions. How shouldCLAUDE.md handle this dual-language setup?

A. Include both formatting conventions in the root CLAUDE.md with clear section headers 
B. Create separate CLAUDE.md files in the js/ and rust/ directories 
C. Use .claude/rules/ with glob-based rules: one file with **/*.js,**/*.ts pattern for Prettier rules, and another with **/*.rs pattern for rustfmt rules
D. Rely on the language-specific formatters and don't include formatting rules in CLAUDE.md 

Answer: C

Question 10

A platform engineer is building a system where multiple Claude agents share information through acentralized message bus. Agent A publishes analysis results, Agents B and C consume results relevantto their domains. The messages include metadata, status, and data payloads. What is the keyconsideration for the message format?

A. Use the same structured format that each consuming agent can parse without additional tool calls, with clear metadata for routing and versioning
B. Use plain text messages for maximum compatibility 
C. Use different formats per agent pair for maximum efficiency 
D. Let each agent define its preferred input format 

Answer: A