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Anthropic CCA-F Exam Syllabus Topics:

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

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                                          Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions (Q29-Q34):

                                          NEW QUESTION # 29
                                          You are assigned to restructure a monolithic application into microservices, requiring architectural decisions and changes across 45+ files. Which execution approach in Claude Code is recommended?

                                          Answer: C

                                          Explanation:
                                          Plan mode is specifically designed for complex, multi-file tasks involving architectural decisions. It enables safe codebase exploration and design before committing to file modifications, preventing costly rework. Direct execution is intended for simple, well-scoped tasks.


                                          NEW QUESTION # 30
                                          What configuration is strictly required for a coordinator agent to be able to spawn subagents?

                                          Answer: D

                                          Explanation:
                                          The Task tool is the mechanism used for spawning subagents. For a coordinator to invoke subagents, its allowedTools configuration must explicitly include 'Task'.


                                          NEW QUESTION # 31
                                          Which of the following are valid iterative refinement techniques used to achieve progressive improvement in output quality? Choose 2 correct answers.

                                          Answer: A,B

                                          Explanation:
                                          Valid iterative refinement techniques include providing concrete examples/test cases for edge case correction, and using the Interview Pattern to refine requirements beforehand. Same-session self-review is an anti-pattern, and tool_choice does not magically fix code logic.


                                          NEW QUESTION # 32
                                          Which of the following are recommended architectural practices for preserving information provenance and handling uncertainty in a multi-agent system at quicktechie.com? Choose 2 correct answers.

                                          Answer: B,C

                                          Explanation:
                                          Recommended practices for information provenance include requiring structured claim-source mappings that pass through to the final output, and structuring reports to explicitly distinguish well-established findings from contested ones. Dropping contested findings or omitting temporal metadata are anti-patterns that destroy critical context.


                                          NEW QUESTION # 33
                                          A developer at quicktechie.com is assigned a task to migrate a core utility library that is imported by over 45 different files across the repository. Which execution approach should the developer take?

                                          Answer: C

                                          Explanation:
                                          Plan mode is specifically designed for complex tasks involving large-scale changes, architectural decisions, and multi-file modifications (such as a library migration affecting 45+ files). It enables safe codebase exploration before committing to costly rework.


                                          NEW QUESTION # 34
                                          ......

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