Zero to Claude Certified Architect — Complete Exam Prep Series - Zero to Claude Certified Architect — Complete Beginner's Guide | Part 32: Sample Questions & Answers

This is the final part of the Zero to Claude Certified Architect series. We walk through 12 practice exam questions with full explanations — covering the exact format and difficulty level you'll face on the real exam. Each question is grounded in a real-world scenario: customer support resolution agents, Claude Code workflows, multi-agent research systems, and continuous integration pipelines. For every question, we explain not just why the correct answer is right, but why each wrong answer is wrong — so you can recognize these patterns under exam pressure. 📋 What we cover: • Questions 1–2: Enforcement vs. prompts, and tool description best practices • Question 3: Escalation calibration and decision boundaries • Questions 4–5: Custom slash commands and plan mode vs. direct execution • Question 6: Path-specific rules with glob patterns • Questions 7–8: Task decomposition and error propagation in multi-agent systems • Question 9: Least privilege and scoped tool distribution • Questions 10–11: CI/CD integration and batch processing API selection • Question 12: Multi-pass review and attention dilution ⏱️ Timestamps: 0:00 — Recap: Information Provenance & Uncertainty 0:45 — Why practice questions matter 1:30 — Q1: Enforcement vs. prompts (financial consequences) 3:00 — Q2: Tool descriptions and selection 4:30 — Q3: Escalation calibration 6:00 — Q4: Custom slash commands scope 7:15 — Q5: Plan mode vs. direct execution 8:30 — Q6: Path-specific rules with glob patterns 10:00 — Q7: Overly narrow task decomposition 11:30 — Q8: Structured error propagation 13:00 — Q9: Least privilege and tool scoping 14:30 — Q10: CI/CD non-interactive mode (-p flag) 15:45 — Q11: Batch vs. real-time API selection 17:00 — Q12: Multi-pass review and attention dilution 18:15 — Series finale and congratulations 🔑 Keywords: Claude Certified Architect exam, practice questions, exam prep, Claude Code, agentic architecture, tool design, prompt engineering, multi-agent systems, CI/CD integration, enforcement vs prompts, plan mode, path-specific rules, task decomposition, error propagation, least privilege, batch processing, multi-pass review 🎓 This is Part 32 — the final video in the series. You've now covered all five domains of the exam. Go ace it! #ClaudeCertified #AIEngineering #ClaudeCode #ExamPrep #AIAgents #PromptEngineering #ToolDesign #MultiAgent #CICD #DeveloperCertification