5 Certification Domains — Weighted
Certification Domains
Questions distributed across all 5 official exam domains, weighted to match the real certification.
Agentic Architecture
Claude Code Config
Prompt Engineering
Tool Design & MCP
Context Management
27%
of the exam
Agentic Architecture & Orchestration
Design patterns for building agent systems, agent loops, workflow orchestration, multi-agent coordination, and decision-making architectures.
Agent Loops
Orchestration
Multi-Agent
Design Patterns
20%
of the exam
Claude Code Config & Workflows
CLAUDE.md configuration, hooks, settings, developer workflows, and integration with development environments.
CLAUDE.md
Hooks
Settings
Dev Workflows
20%
of the exam
Prompt Engineering & Structured Output
Effective prompting strategies, output formatting, chain of thought reasoning, structured data extraction, and prompt optimization.
Prompting
Formatting
Chain of Thought
Extraction
18%
of the exam
Tool Design & MCP Integration
Tool schemas and definitions, MCP server architecture, tool use patterns, function calling, and API integration strategies.
Tool Schemas
MCP Servers
Function Calling
API Design
15%
of the exam
Context Management & Reliability
Context window optimization, caching strategies, error handling, retry patterns, and building reliable AI-powered systems.
Context Windows
Caching
Error Handling
Reliability