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Anthropic CCA-F Exam Syllabus Topics:

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

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                                          Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions (Q92-Q97):

                                          NEW QUESTION # 92
                                          A customer support agent handles high-ambiguity requests. Which of the following is a valid, architecturally sound trigger for escalating a case to a human agent?

                                          Answer: B

                                          Explanation:
                                          Valid escalation triggers include policy gaps (situation not covered by rules), explicit customer requests for a human, capability limits, and business thresholds. Sentiment and self-reported confidence are unreliable metrics for escalation.


                                          NEW QUESTION # 93
                                          What configuration is strictly required for a coordinator agent to be able to spawn subagents?

                                          Answer: C

                                          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 # 94
                                          According to architectural best practices, which of the following characteristics describe tasks that necessitate the use of Plan Mode over Direct Execution? Choose 2 correct answers.

                                          Answer: A,B

                                          Explanation:
                                          Plan mode is specifically designed for complex tasks that involve multiple valid approaches, architectural decisions, and multi-file modifications. Simple, well-scoped fixes should use direct execution.


                                          NEW QUESTION # 95
                                          How does utilizing path-scoped rules in Claude Code impact the session's context window?

                                          Answer: A

                                          Explanation:
                                          Path-scoped rules defined in the .claude/rules/ directory are loaded conditionally. They only activate and consume context window tokens when matching files are being edited. This targeted activation reduces irrelevant context and optimizes token usage.


                                          NEW QUESTION # 96
                                          A backend MCP tool encounters a timeout while querying a database. Which structured error response design is the correct approach to propagate this to the agent?

                                          Answer: D

                                          Explanation:
                                          Proper error propagation in MCP requires returning structured error metadata with 'isError: true', the error category (e.g., timeout), and an 'isRetryable' boolean. Returning generic errors hides context, and silently returning empty arrays is a critical anti-pattern because the agent will hallucinate that no data exists.


                                          NEW QUESTION # 97
                                          ......

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