CCA-F試験の準備方法｜素敵なCCA-F合格記試験｜権威のあるClaude Certified Architect Foundations (CCA-F)問題集無料

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Anthropic CCA-F Exam Syllabus Topics:

SectionWeightObjectives
Tool Design & MCP Integration18%- Model Context Protocol (MCP)
  • 1. Tool schema design
    • 2. MCP client/server integration patterns
      Claude Code Workflows & Configuration20%- Claude Code operational patterns
      • 1. Plan mode vs execution mode
        • 2. CI/CD and workflow integration
          Agentic Architecture & Orchestration27%- System orchestration patterns
          • 1. Hub-and-spoke agent systems
            • 2. Task decomposition strategies
              - Agentic loop design and execution lifecycle
              • 1. Tool use decision flow (tool_use vs end_turn)
                • 2. Multi-agent coordination and delegation patterns
                  Prompt Engineering & Structured Output20%- Reliable structured generation
                  • 1. Prompt patterns for agents
                    • 2. Schema-guided outputs
                      Context Management & Reliability15%- Long-context optimization
                      • 1. Reliability and retry strategies
                        • 2. Context window management

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                          Anthropic Claude Certified Architect Foundations (CCA-F) 認定 CCA-F 試験問題 (Q106-Q111):

                          質問 # 106
                          Which of the following scenarios is the most appropriate use case for selecting Direct Execution rather than Plan Mode?

                          正解：A

                          解説：
                          Direct execution is highly appropriate for simple, well-scoped changes with a clear boundary, such as adding a validation conditional to one function. Complex tasks involving architectural decisions or multi-file restructuring require Plan Mode.


                          質問 # 107
                          A quicktechie.com development team wants to run a comprehensive codebase audit analyzing technical debt every weekend. Which API approach is most architecturally sound and cost-effective?

                          正解：A

                          解説：
                          The Message Batches API is ideal for non-urgent, latency-tolerant workloads like overnight or weekend technical debt audits. It processes requests asynchronously within a 24-hour window and offers a 50% cost savings over synchronous calls.


                          質問 # 108
                          You are designing an MCP tool to look up customer orders. Which approach to tool descriptions is recommended to ensure reliable tool selection by Claude?

                          正解：A

                          解説：
                          Tool descriptions act as the primary mechanism LLMs use for tool selection. A well-designed tool description must be detailed and include input formats, example queries, edge cases, and explicit boundary instructions explaining when to use it versus similar tools to prevent misrouting.


                          質問 # 109
                          Why is it considered an architectural anti-pattern to configure the exact same Claude session to review its newly generated code?

                          正解：D

                          解説：
                          Same-session self-review is an anti-pattern because the model retains the context and reasoning from the generation phase, leading to a blind spot or confirmation bias. Independent review instances with fresh contexts are much more effective at objectively evaluating code.


                          質問 # 110
                          You are analyzing a massive legacy codebase and want to explore an alternative, potentially destructive refactoring approach without polluting your main session's context window. Which session management feature should you use?

                          正解：B

                          解説：
                          The fork_session feature creates a branched session for exploration that inherits the existing context but keeps subsequent interactions isolated. This allows you to explore divergent approaches safely without exploration noise polluting your main conversation context.


                          質問 # 111
                          ......

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