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Anthropic CCA-F Exam Syllabus Topics:

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

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                          Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions (Q48-Q53):

                          NEW QUESTION # 48
                          An agent needs to modify a specific configuration value on line 42 of a large, existing 800-line TypeScript file. Which built-in tool should be utilized to perform this action safely?

                          Answer: D

                          Explanation:
                          The Edit tool is explicitly designed for targeted modifications to existing files by finding unique anchor text and replacing it, which preserves the rest of the file. Using Write replaces the entire file and risks losing content, and using Bash for file modifications is an anti-pattern when purpose-built tools exist.


                          NEW QUESTION # 49
                          When re-running an automated PR review after new commits, what is the best practice to avoid posting duplicate comments on existing issues?

                          Answer: D

                          Explanation:
                          To avoid duplicate comments, best practice dictates including prior review findings in the context when re-running reviews after new commits, explicitly instructing Claude to report only new or unaddressed issues.


                          NEW QUESTION # 50
                          A developer is designing a hub-and-spoke multi-agent system. How should context be passed from the coordinator down to a newly spawned subagent?

                          Answer: D

                          Explanation:
                          Context isolation is a core principle in multi-agent orchestration. A subagent does not automatically inherit the parent's context and should never be passed the full conversation history, as this causes context pollution. It should only receive explicit, relevant context specific to its task.


                          NEW QUESTION # 51
                          Which of the following is an explicit limitation of using the Message Batches API?

                          Answer: C

                          Explanation:
                          The Message Batches API does not support multi-turn tool calling within a single request. You cannot execute tools mid-request and return results dynamically back to the model within the same asynchronous batch execution.


                          NEW QUESTION # 52
                          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 # 53
                          ......

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