CCARF

CCARF Practice Paper

Paper 3

Foundations practice set · 60 questions. Use flashcard mode for instant feedback or exam mode to simulate the real test.

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Questions in Paper 3

Q1D1 Agentic Architecture & Orchestration — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q2D1 Agentic Architecture & Orchestration — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q3D1 Agentic Architecture & Orchestration — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q4D1 Agentic Architecture & Orchestration — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q5D1 Agentic Architecture & Orchestration — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q6D2 Tool Design & MCP Integration — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q7D2 Tool Design & MCP Integration — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q8D2 Tool Design & MCP Integration — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q9D5 Context Management & Reliability — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q10D5 Context Management & Reliability — [Scenario 1: Customer Support Resolution Agent] You are building a customer support resolution agent with the Claude Agent SDK. It handles h… Q11D3 Claude Code Configuration & Workflows — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q12D3 Claude Code Configuration & Workflows — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q13D3 Claude Code Configuration & Workflows — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q14D3 Claude Code Configuration & Workflows — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q15D3 Claude Code Configuration & Workflows — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q16D1 Agentic Architecture & Orchestration — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q17D1 Agentic Architecture & Orchestration — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q18D1 Agentic Architecture & Orchestration — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q19D5 Context Management & Reliability — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q20D5 Context Management & Reliability — [Scenario 2: Code Generation with Claude Code] Your team uses Claude Code for code generation, refactoring, debugging, and documentation, in… Q21D1 Agentic Architecture & Orchestration — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q22D1 Agentic Architecture & Orchestration — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q23D1 Agentic Architecture & Orchestration — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q24D1 Agentic Architecture & Orchestration — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q25D1 Agentic Architecture & Orchestration — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q26D2 Tool Design & MCP Integration — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q27D2 Tool Design & MCP Integration — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q28D5 Context Management & Reliability — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q29D5 Context Management & Reliability — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q30D5 Context Management & Reliability — [Scenario 3: Multi-Agent Research System] A coordinator agent built on the Claude Agent SDK delegates to specialized subagents — web search,… Q31D2 Tool Design & MCP Integration — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q32D2 Tool Design & MCP Integration — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q33D2 Tool Design & MCP Integration — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q34D2 Tool Design & MCP Integration — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q35D3 Claude Code Configuration & Workflows — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q36D3 Claude Code Configuration & Workflows — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q37D3 Claude Code Configuration & Workflows — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q38D1 Agentic Architecture & Orchestration — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q39D1 Agentic Architecture & Orchestration — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q40D1 Agentic Architecture & Orchestration — [Scenario 4: Developer Productivity with Claude] You are building developer productivity tooling on the Claude Agent SDK: helping engineers … Q41D3 Claude Code Configuration & Workflows — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q42D3 Claude Code Configuration & Workflows — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q43D3 Claude Code Configuration & Workflows — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q44D3 Claude Code Configuration & Workflows — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q45D4 Prompt Engineering & Structured Output — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q46D4 Prompt Engineering & Structured Output — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q47D4 Prompt Engineering & Structured Output — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q48D4 Prompt Engineering & Structured Output — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q49D4 Prompt Engineering & Structured Output — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q50D4 Prompt Engineering & Structured Output — [Scenario 5: Claude Code for Continuous Integration] You are integrating Claude Code into a CI/CD pipeline for automated code review, test g… Q51D4 Prompt Engineering & Structured Output — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q52D4 Prompt Engineering & Structured Output — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q53D4 Prompt Engineering & Structured Output — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q54D4 Prompt Engineering & Structured Output — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q55D4 Prompt Engineering & Structured Output — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q56D4 Prompt Engineering & Structured Output — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q57D2 Tool Design & MCP Integration — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q58D2 Tool Design & MCP Integration — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q59D5 Context Management & Reliability — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen… Q60D5 Context Management & Reliability — [Scenario 6: Structured Data Extraction] You are building a structured data extraction system: pulling information from unstructured documen…