CCA-F認證指南有效通過Claude Certified Architect Foundations (CCA-F)考试

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Anthropic CCA-F Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Tool Design & MCP Integration18%- Model Context Protocol (MCP)
  • 1. MCP server and client setup
    • 2. Tools, resources, and prompts integration
      - Tool definition and best practices
      • 1. Tool descriptions and selection logic
        • 2. Error handling and validation
          Topic 2: Agentic Architecture & Orchestration27%- Anthropic Agent SDK usage
          • 1. Task spawning and tool management
            • 2. Session state and context handling
              - Agent design patterns
              • 1. Hub-and-spoke multi-agent systems
                • 2. Agent loops and control flow
                  Topic 3: Context Management & Responsible AI15%- Safety and compliance
                  • 1. Constitutional AI principles
                    • 2. Refusal handling and risk mitigation
                      - Context window optimization
                      • 1. Context retention and summarization
                        • 2. Token management and truncation strategies
                          Topic 4: Prompt Engineering & Structured Output20%- Advanced prompting techniques
                          • 1. System prompts and role framing
                            • 2. Few-shot and chain-of-thought prompting
                              - Structured data generation
                              • 1. Output validation and reliability
                                • 2. JSON schema enforcement
                                  Topic 5: Claude Code Configuration & Workflows20%- CI/CD and development integration
                                  • 1. Plan mode vs direct execution
                                    • 2. Pipeline automation and review
                                      - Configuration files and structure
                                      • 1. Custom commands and workflows
                                        • 2. CLAUDE.md and rules system

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                                          最新的 Claude Certified Architect CCA-F 免費考試真題 (Q98-Q103):

                                          問題 #98
                                          Which of the following statements accurately describe the functionality and benefits of using the . claude/rules/ directory for configuration? Choose 2 correct answers.

                                          答案：A,C

                                          解題說明：
                                          The .claude/rules/ directory is utilized to organize topic-specific conventions as a cleaner alternative to a monolithic CLAUDE.md file. Furthermore, files in this directory support YAML frontmatter with 'paths' glob patterns, allowing rules to activate conditionally only when relevant files are being edited, thus saving context token space.


                                          問題 #99
                                          When processing a batch of 10,000 documents via the Message Batches API, 45 requests fail due to context window limits. What is the recommended failure handling strategy?

                                          答案：A

                                          解題說明：
                                          Batch failures should be handled by identifying the specific failed requests using their custom_id, modifying them appropriately (e.g., chunking oversized documents to fit context limits), and resubmitting only those failed items.


                                          問題 #100
                                          Your agent uses three tools: get_property_details(property_id) returns data including street address, get_price_history(property_id) returns historical pricing, and get_neighborhood_info(address) returns area statistics. You observe that get_neighborhood_info always requires get_property_details first just to extract the address, even when users specify the property by ID. This creates unnecessary latency and failure coupling - if the first call fails, the neighborhood request also fails. What tool design change best addresses this?

                                          答案：B

                                          解題說明：
                                          Allowing the neighborhood tool to accept the same identifier the user provides removes the need for the agent to chain through another tool just to extract an intermediate value. Resolving the address internally reduces latency, avoids unnecessary dependency on a prior tool call, and makes the workflow more reliable.


                                          問題 #101
                                          A customer support agent built with the Claude Agent SDK needs to correctly identify when to resolve a case autonomously versus when to trigger human escalation. Which of the following represents an architectural anti-pattern for triggering escalation?

                                          答案：C

                                          解題說明：
                                          Using sentiment analysis or the LLM's self-reported confidence score for escalation is a heavily tested anti-pattern. Sentiment does not correlate with task complexity (e.g., an angry customer may just need a simple password reset), and model confidence scores are poorly calibrated for routing decisions.


                                          問題 #102
                                          When integrating an MCP Client with an MCP Server, what are the primary message types exchanged between them to discover and utilize executable functions? Choose 2 correct answers.

                                          答案：A,D

                                          解題說明：
                                          To discover and use executable functions (Tools) over MCP, the client first sends a ListToolsRequest and receives a ListToolsResult containing the tool schemas. When Claude decides to use a tool, the client sends a CallToolRequest and receives a CallToolResult.


                                          問題 #103
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