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Anthropic CCA-F Exam Syllabus Topics:

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

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

                                          1. Your update_user_profile tool accepts a user_id (required) and an optional fields_to_update object. In testing, Claude frequently omits user_id or passes incorrectly structured data. What is most critical for helping Claude understand what parameter values to provide?

                                          A) Strict JSON Schema type constraints marking user_id as required and defining fields_to_update as an object type
                                          B) Detailed error responses explaining why invalid parameter values were rejected
                                          C) Verbose parameter names encoding format hints, such as user_id_string_uuid_format
                                          D) Clear parameter descriptions explaining expected format, such as "user_id: UUID of the user to update (required)"


                                          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.
                                          Your team is configuring MCP servers in Claude Code. You want to add a shared venue lookup server that all team members should have access to, and you personally want to add an experimental music playlist server that only you are testing. Which configuration approach correctly applies MCP server scopes?

                                          A) Add both servers to the project-level .mcp.json file
                                          B) Add both servers to your local ~/.claude.json
                                          C) Add venue server to .mcp.json and playlist server to ~/.claude.json.
                                          D) Add venue server to ~/.claude.json and playlist server to .mcp.json


                                          3. Which practice MOST improves prompt maintainability?

                                          A) Clearly separated sections with headings.
                                          B) One paragraph containing all instructions.
                                          C) Random ordering.
                                          D) Minimal punctuation.


                                          4. An architect needs Claude to produce structured JSON that downstream software can parse automatically. Which prompting strategy is BEST?

                                          A) Increase maximum output tokens only.
                                          B) Ask Claude to "respond normally."
                                          C) Use multiple unrelated examples.
                                          D) Explicitly specify the required JSON schema and formatting rules.


                                          5. An organization wants predictable outputs for automated invoice classification. Which API parameter should generally be LOWER?

                                          A) Prompt length
                                          B) Context window
                                          C) Temperature
                                          D) Max tokens


                                          Solutions:

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

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