Exam Name: Claude Certified Architect - Foundations
Certification Provider: Anthropic
Corresponding Certification: Claude Certified Architect
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- Total Questions: 191
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Anthropic CCAR-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Tool Design & MCP Integration | 18% | - Tool integration
|
| Agentic Architecture & Orchestration | 27% | - Agentic architecture patterns
|
| Claude Code Configuration & Workflows | 20% | - Claude Code
|
| Prompt Engineering & Structured Output | 20% | - Prompt design
|
| Context Management & Reliability | 15% | - Context handling
|
Anthropic Claude Certified Architect - Foundations Sample Questions:
Your pipeline reviews approximately 200 database-migration scripts daily using the Message Batches API. Each request includes a shared 8,000-token system prompt containing migration- review guidelines and schema documentation, followed by an individual migration script. You added cache_control breakpoints to the shared system prompt in every request, but monitoring shows cache-hit rates of only 32%, with misses concentrated among requests processed later in the batch window. Which change addresses the root cause without adding sequential-processing latency?
- A. Configure the cache breakpoints to use the extended one-hour TTL instead of the default five- minute TTL.
- B. Move the cache_control breakpoint from the shared system prompt to each migration script so similar code patterns can be reused.
- C. Add cache-prewarming requests with max_tokens: 0 at the beginning of every batch.
- D. Split the 200 requests into ten sequential batches of 20, submitting each batch only after the previous batch completes.
Correct Answer: A 🗳️
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A developer includes multiple unrelated tasks inside one extremely long prompt. What is the MOST likely outcome?
- A. Improved reasoning.
- B. Reduced instruction clarity.
- C. Increased prompt clarity.
- D. Faster inference.
Correct Answer: B 🗳️
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A customer sends: "This is frustrating. I've explained my issue twice and nothing is being resolved. I want to talk to a real person NOW." The agent has not yet called any tools to investigate their account. What should the agent do?
- A. First call get_customer and lookup_order to gather account context, then escalate to a human agent.
- B. Immediately call escalate_to_human with the conversation history.
- C. Briefly explain what the agent can help with and offer to resolve the issue quickly, escalating only if the customer repeats their request.
- D. Acknowledge the frustration and ask one targeted question to understand the specific issue before escalating.
Correct Answer: B 🗳️
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A company wants Claude to summarize thousands of support tickets efficiently. Which design scales BEST?
- A. Send all tickets in one request.
- B. Increase temperature.
- C. Remove system prompts.
- D. Process tickets individually and combine summaries.
Correct Answer: D 🗳️
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Production monitoring shows that follow-up queries like "summarize what we learned about market trends" consistently take 40+ seconds. Investigation reveals the coordinator spawns the synthesis subagent for each summarization request, passing 80K+ tokens of accumulated findings. The coordinator already has these findings in its context from orchestrating the research.
What's the most effective way to improve response time for these follow-up summaries?
- A. Have the coordinator handle straightforward summarization requests directly using its existing context, reserving subagent spawning for complex analysis.
- B. Pre-generate and cache summaries at multiple granularities whenever new findings accumulate.
- C. Spawn the synthesis subagent with reduced context and have it request specific findings from the coordinator on-demand.
- D. Enable prompt caching on the synthesis subagent to reduce the overhead of repeatedly transferring the same research findings.
Correct Answer: A 🗳️
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