Anthropic CCA-F Q&A - in .pdf

  • CCA-F pdf
  • Exam Code: CCA-F
  • Exam Name: Claude Certified Architect Foundations (CCA-F)
  • Updated: Aug 23, 2026
  • Q & A: 112 Questions and Answers
  • Convenient, easy to study.
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  • Exam Code: CCA-F
  • Exam Name: Claude Certified Architect Foundations (CCA-F)
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  • Updated: Aug 23, 2026
  • Q & A: 112 Questions and Answers
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Anthropic CCA-F Q&A - Testing Engine

  • CCA-F Testing Engine
  • Exam Code: CCA-F
  • Exam Name: Claude Certified Architect Foundations (CCA-F)
  • Updated: Aug 23, 2026
  • Q & A: 112 Questions and Answers
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Anthropic CCA-F Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Context Management & Reliability15%- System reliability
  • 1. Escalation strategies (fail vs retry vs human)
    • 2. Error propagation handling
      - Context window optimization
      • 1. Managing long conversation degradation
        • 2. "Lost in the middle" mitigation strategies
          Topic 2: Tool Design & MCP Integration18%- Model Context Protocol (MCP)
          • 1. MCP server integration patterns
            • 2. Tool selection and routing strategies
              - Tool interface design
              • 1. Structured tool input/output schemas
                • 2. Clear tool descriptions and boundaries
                  Topic 3: Agentic Architecture & Orchestration27%- Multi-agent orchestration
                  • 1. Parallel task decomposition
                    • 2. Coordinator / sub-agent patterns
                      - Agentic loops & lifecycle design
                      • 1. Stop reason handling and control flow
                        • 2. Tool use loop execution (request → tool_use → result → next step)
                          Topic 4: Prompt Engineering & Structured Output20%- Tool-augmented prompting
                          • 1. Validation and retry loops
                            • 2. Tool-use driven reasoning patterns
                              - Instruction design
                              • 1. Few-shot prompting strategies
                                • 2. Deterministic output formatting (e.g., JSON)
                                  Topic 5: Claude Code Configuration & Workflows20%- Claude Code configuration
                                  • 1. CLAUDE.md hierarchy and scoping
                                    • 2. Project-level vs user-level configuration
                                      - CI/CD and workflow integration
                                      • 1. Automated pipeline integration
                                        • 2. Command vs plan mode usage

                                          Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions:

                                          1. You are using Claude Code to accelerate software development. Your team uses it for code generation, refactoring, debugging, and documentation. You need to integrate it into your development workflow with custom slash commands, CLAUDE.md configurations, and understand when to use plan mode vs direct execution.
                                          You've documented API error handling conventions in a CLAUDE.md file at your project root, specifying that endpoint handlers should use a custom ApiError class. After several sessions, you notice Claude Code sometimes follows these conventions and sometimes uses generic try/catch blocks with string messages. The inconsistency appears random across different coding sessions. What's the most efficient first diagnostic step?

                                          A) Add a more detailed code examples to your CLAUDE.md showing the exact ApiError usage pattern for different endpoint types.
                                          B) Create path-specific rules in .claude/rules/handlers.md with YAML frontmatter scoping the error handling instructions to your API handler files.
                                          C) Run /memory to check which memory files are loaded and verify your CLAUDE.md is included.
                                          D) Search for conflicting instructions in ~/.claude/CLauDe.md or ~/.claude/rules/ that might override your project conventions.


                                          2. You are using Claude Code to accelerate software development. Your team uses it for code generation, refactoring, debugging, and documentation. You need to integrate it into your development workflow with custom slash commands, CLAUDE.md configurations, and understand when to use plan mode vs. direct execution.
                                          You need to add a date validation check ensuring event dates are in the future. This requires adding a conditional statement to one existing function in a single file. What is the most appropriate approach?

                                          A) Use direct execution to make the change.
                                          B) Start with extended thinking mode enabled to ensure thorough reasoning about the validation logic.
                                          C) Enter plan mode to analyze how the validation might impact other parts of the reservation flow.
                                          D) Enter plan mode first to create a detailed implementation strategy before making the change.


                                          3. A financial services company plans to integrate Claude into an internal document analysis platform. The architects want to minimize exposure of confidential client information while maintaining high-quality responses. Which approach BEST aligns with Anthropic's recommended architecture?

                                          A) Send every document without preprocessing to maximize context.
                                          B) Store every prompt permanently for auditing.
                                          C) Remove unnecessary sensitive information before sending prompts whenever possible.
                                          D) Replace Claude with a smaller local model regardless of task complexity.


                                          4. You are using Claude Code to accelerate software development. Your team uses it for code generation, refactoring, debugging, and documentation. You need to integrate it into your development workflow with custom slash commands, CLAUDE.md configurations, and understand when to use plan mode vs direct execution.
                                          You're implementing a caching layer for API responses to speed up the /products endpoint. You have a rough idea-Redis with a 5-minute TTL-but you're new to production caching and aren't sure what other considerations a robust implementation requires. What's the most effective way to start your iterative workflow?

                                          A) Start with a minimal request: "Add Redis caching to /products with 5-minute TTL." Add features and fix issues through follow-up prompts as problems surface during testing.
                                          B) Use plan mode to analyze the current/products endpoint implementation, then provide your caching requirements once Claude explains how the existing code is structured.
                                          C) Write a specification with your known requirements and "TBD" markers for uncertain areas, having Claude propose solutions for each TBD as it implements.
                                          D) Ask Claude to interview you about the caching requirements before implementing, surfacing considerations like invalidation strategies, cache layers, consistency guarantees, and failure modes.


                                          5. A developer wants Claude to explain every reasoning step internally before answering. Why might this request be inappropriate?

                                          A) Internal reasoning should not be relied upon as an application feature.
                                          B) JSON cannot contain reasoning.
                                          C) Temperature prevents explanations.
                                          D) Claude requires GPU acceleration.


                                          Solutions:

                                          Question # 1
                                          Answer: C
                                          Question # 2
                                          Answer: A
                                          Question # 3
                                          Answer: C
                                          Question # 4
                                          Answer: D
                                          Question # 5
                                          Answer: A

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