Every exam draws four scenarios at random from this set. Each scenario frames a group of questions that test architectural judgment in a realistic deployment.
01
Customer Support Resolution Agent
An Agent SDK agent handles returns, billing disputes, and account issues via custom MCP tools (get_customer, lookup_order, process_refund, escalate_to_human). Target: 80%+ first-contact resolution while knowing when to escalate.
Agentic ArchitectureTool Design & MCPContext & Reliability
02
Code Generation with Claude Code
Claude Code accelerates day-to-day development — generation, refactoring, debugging, documentation. Integrate with custom slash commands, CLAUDE.md, and choose between plan mode and direct execution.
Claude Code WorkflowsContext & Reliability
03
Multi-Agent Research System
A coordinator delegates to specialized subagents — web search, document analysis, synthesis, and report generation — to produce comprehensive, cited reports.
Agentic ArchitectureTool Design & MCPContext & Reliability
04
Developer Productivity with Claude
Agents help engineers explore unfamiliar codebases, understand legacy systems, and automate repetitive tasks using Read, Write, Bash, Grep, Glob, and MCP servers.
Tool Design & MCPClaude Code WorkflowsAgentic Architecture
05
Claude Code for CI/CD
Claude Code runs automated reviews, generates test cases, and gives PR feedback. Prompts must produce actionable feedback while minimizing false positives.
Claude Code WorkflowsPrompt Engineering
06
Structured Data Extraction
Extract information from unstructured documents, validate with JSON schemas, and integrate cleanly with downstream systems while handling edge cases gracefully.
Prompt EngineeringContext & Reliability