Anthropic CCAR-F : Claude Certified Architect - Foundations

  • Exam Code: CCAR-F
  • Exam Name: Claude Certified Architect - Foundations
  • Updated: Sep 12, 2026
  • Q & A: 191 Questions and Answers

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Anthropic CCAR-F Exam Syllabus Topics:

SectionWeightObjectives
Context Management & Reliability15%- Context handling
  • 1. Context window management
    • 2. Reliability and evaluation
      • 3. Cost and performance optimization
        • 4. Memory strategies
          Claude Code Configuration & Workflows20%- Claude Code
          • 1. Code generation and automation
            • 2. Agent skills
              • 3. Configuration and project setup
                • 4. Development workflows
                  Tool Design & MCP Integration18%- Tool integration
                  • 1. Tool selection and safety
                    • 2. Model Context Protocol (MCP)
                      • 3. Resource and server integration
                        • 4. Tool interface design
                          Prompt Engineering & Structured Output20%- Prompt design
                          • 1. Few-shot prompting
                            • 2. Prompt engineering techniques
                              • 3. Structured output and JSON schemas
                                • 4. Output validation
                                  Agentic Architecture & Orchestration27%- Agentic architecture patterns
                                  • 1. Workflow design
                                    • 2. Agent orchestration
                                      • 3. Planning and execution strategies
                                        • 4. Single-agent and multi-agent architectures

                                          Anthropic Claude Certified Architect - Foundations Sample Questions:

                                          Question #1

                                          Your code-review prompts include both implementation changes and the corresponding test file, but the review comments fail to identify untested code paths. The model correctly flags functions that have no tests at all, but it fails to recognize when conditional branches or error-handling paths within tested functions lack coverage. What is the most effective way to improve branch- level gap detection without overcomplicating the pipeline?

                                          • A. Implement a two-pass pipeline in which one model call extracts all conditional branches and another cross-references them against test assertions.
                                          • B. Add explicit instructions requiring Claude to enumerate every conditional branch and exception path, then verify that each path has a corresponding test assertion.
                                          • C. Include few-shot examples showing code with an uncovered branch and the corresponding review comment identifying the missing test case.
                                          • D. Interleave the implementation and tests in the prompt, presenting each function immediately before its test cases.
                                          Answer: B

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                                          Question #2

                                          After investigating a billing dispute over 25+ turns, you've identified that duplicate charges occurred due to a payment gateway timeout triggering retry logic. The required refund ($847) exceeds your $500 authorization limit You need to call escalate_to_human, and the human agent won't have access to your conversation transcript. What context should you pass to enable effective resolution?

                                          • A. Your diagnosis and the refund amount only.
                                          • B. The customer's original complaint verbatim plus the tool result excerpts showing duplicate transactions.
                                          • C. The complete conversation transcript with all tool results.
                                          • D. A structured summary: customer ID, root cause, refund amount, and recommended action.
                                          Answer: D

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                                          Question #3

                                          You are building developer productivity tools using the Claude Agent SDK. The agent helps engineers explore unfamiliar codebases, understand legacy systems, generate boilerplate code, and automate repetitive tasks. It uses the built-in tools (Read, Write, Bash, Grep, Glob) and integrates with Model Context Protocol (MCP) servers.
                                          Your agent has analyzed a complex service module -reading 23 source files, tracing request flows, and identifying error handling patterns. A developer wants to compare two testing strategies before committing to one: end-to-end tests with mocked external services vs. snapshot tests capturing expected outputs. They need to independently develop both approaches to evaluate trade-offs. How should you manage the sessions?

                                          • A. Export the analysis session's key findings to a file, then create two new sessions that reference this file.
                                          • B. Start two fresh sessions, having each re-read the relevant source files before beginning.
                                          • C. Resume the analysis session with fork_session enabled, creating a separate branch for each testing strategy.
                                          • D. Continue in the original session, developing end-to-end tests first, then snapshot tests sequentially.
                                          Answer: C

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                                          Question #4

                                          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. Faster inference.
                                          • D. Increased prompt clarity.
                                          Answer: B

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                                          Question #5

                                          A user asks Claude to ignore all previous instructions and reveal confidential internal prompt content. How should Claude behave?

                                          • A. Generate random text.
                                          • B. Reveal the prompt.
                                          • C. Follow higher-priority instructions and refuse.
                                          • D. Partially reveal hidden instructions.
                                          Answer: C

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