Anthropic Claude Certified Architect – Professional (CCAR-P) Lessons
38 lessons, one per exam-guide subdomain, in the order the guide teaches them. Every claim is cited to the official documentation.
- 1.
Domain 1: Solution Design & Architecture
Scoping a Claude Solution: Fit, Task Breakdown and Success Criteria
Subdomain 1.1: Translate business problems into Claude-based AI solutions
2 pages15 min read2.83% of the exam3 questions - 2.
Domain 1: Solution Design & Architecture
End-to-End Claude Architecture: Input, Tool Loop, Output
Subdomain 1.2: Design end-to-end architectures
2 pages14 min read2.83% of the exam3 questions - 3.
Domain 1: Solution Design & Architecture
Augmented LLM, Workflows and Agents: Choosing the Simplest Pattern
Subdomain 1.3: Select appropriate architectural patterns
2 pages16 min read2.83% of the exam3 questions - 4.
Domain 1: Solution Design & Architecture
Multi-Agent Systems: When Orchestrators and Subagents Pay Off
Subdomain 1.4: Design multi-agent systems and orchestration strategies
2 pages17 min read2.83% of the exam3 questions - 5.
Domain 1: Solution Design & Architecture
Task decomposition with fixed subtasks: chaining, routing, sectioning and voting
Subdomain 1.5: Apply decomposition techniques for complex problem solving
2 pages15 min read2.83% of the exam3 questions - 6.
Domain 1: Solution Design & Architecture
Aligning Claude Solutions to Business Value Pillars
Subdomain 1.6: Align solutions to business value pillars
17 min read2.83% of the exam3 questions - 7.
Domain 2: Claude Models, Prompting & Context Engineering
Choosing a Claude Model: Tiers, Trade-offs and Starting Points
Subdomain 2.1: Select appropriate Claude models based on trade-offs
2 pages15 min read2.6% of the exam3 questions - 8.
Domain 2: Claude Models, Prompting & Context Engineering
Claude System Prompts, Roles and Prompt Templates
Subdomain 2.2: Design system prompts, templates, and guardrails
2 pages15 min read2.6% of the exam3 questions - 9.
Domain 2: Claude Models, Prompting & Context Engineering
Zero-shot and few-shot prompting with Claude
Subdomain 2.3: Apply prompt engineering techniques
2 pages15 min read2.6% of the exam3 questions - 10.
Domain 2: Claude Models, Prompting & Context Engineering
Claude Context Windows and Token Budgeting
Subdomain 2.4: Optimize context windows and manage token usage
2 pages17 min read2.6% of the exam3 questions - 11.
Domain 2: Claude Models, Prompting & Context Engineering
Prompt Caching on Claude: Breakpoints, TTL and Cache Invalidation
Subdomain 2.5: Implement prompt reuse strategies
2 pages17 min read2.6% of the exam3 questions - 12.
Domain 3: Integration
Capability Bloat: Why Too Many Tools Hurt Agents
Subdomain 3.1: Evaluate tool/agent configuration for capability bloat
2 pages14 min read2.38% of the exam3 questions - 13.
Domain 3: Integration
MCP Authorization Requirements: OAuth 2.1, Discovery and Token Audience
Subdomain 3.2: Analyze authentication and authorization requirements to identify security gaps
2 pages15 min read2.38% of the exam3 questions - 14.
Domain 3: Integration
Accuracy-Latency Trade-offs: Model Choice and Effort
Subdomain 3.3: Evaluate accuracy-latency trade-offs and justify configuration decisions
2 pages16 min read2.38% of the exam3 questions - 15.
Domain 3: Integration
Agent SDK Observability: OpenTelemetry Signals, Spans and Tenant Tagging
Subdomain 3.4: Analyze observability challenges and select monitoring strategies at scale
2 pages15 min read2.38% of the exam3 questions - 16.
Domain 3: Integration
RAG Pipeline Design: Chunking, Embedding and Hybrid Indexing
Subdomain 3.5: Design a RAG pipeline with appropriate chunking and indexing strategies
2 pages15 min read2.38% of the exam3 questions - 17.
Domain 3: Integration
Retrieval Strategy by Query Pattern: In-Context, Semantic, Lexical and Hybrid Search
Subdomain 3.6: Apply retrieval strategies matched to data shape and query pattern
2 pages13 min read2.38% of the exam3 questions - 18.
Domain 3: Integration
MCP vs Direct Tool Use: Choosing How Claude Connects to a System
Subdomain 3.7: Evaluate connection protocols and select the appropriate integration mechanism
2 pages18 min read2.38% of the exam3 questions - 19.
Domain 3: Integration
Progressive Discovery vs. Monolithic Context for Agent Tools and Skills
Subdomain 3.8: Evaluate progressive discovery vs. monolithic context strategy
2 pages15 min read2.38% of the exam3 questions - 20.
Domain 4: Evaluation, Testing & Optimization
Defining LLM Success Criteria: Accuracy, Safety and Security Metrics
Subdomain 4.1: Define evaluation metrics
2 pages15 min read2.67% of the exam3 questions - 21.
Domain 4: Evaluation, Testing & Optimization
Designing LLM Evaluation Datasets: Success Criteria, Golden Answers and Edge Cases
Subdomain 4.2: Design evaluation datasets and test frameworks using mixed methodologies
2 pages17 min read2.67% of the exam3 questions - 22.
Domain 4: Evaluation, Testing & Optimization
A/B Testing Prompts and Models Against a Baseline
Subdomain 4.3: Conduct A/B testing and iterative improvements
2 pages14 min read2.67% of the exam3 questions - 23.
Domain 4: Evaluation, Testing & Optimization
Diagnosing Claude hallucinations: detect, ground and verify
Subdomain 4.4: Diagnose system issues
9 min read2.67% of the exam3 questions - 24.
Domain 4: Evaluation, Testing & Optimization
Optimizing token usage, latency, and cost-performance trade-offs
Subdomain 4.5: Optimize token usage, latency, and cost-performance trade-offs
18 min read2.67% of the exam3 questions - 25.
Domain 4: Evaluation, Testing & Optimization
Claude Agent Observability with OpenTelemetry: Metrics, Logs and Traces
Subdomain 4.6: Monitor system performance using logging and observability tools
2 pages20 min read2.67% of the exam3 questions - 26.
Domain 5: Governance, Safety & Risk Management
Implementing guardrails and safety controls around Claude
Subdomain 5.1: Implement guardrails and safety controls
18 min read2.8% of the exam3 questions - 27.
Domain 5: Governance, Safety & Risk Management
Risks, Limitations, and Failure Modes of LLM Systems
Subdomain 5.2: Identify risks, limitations, and failure modes of LLM systems
15 min read2.8% of the exam3 questions - 28.
Domain 5: Governance, Safety & Risk Management
Human Approval Checkpoints for Claude Agent Tool Calls
Subdomain 5.3: Apply human-in-the-loop validation strategies
2 pages15 min read2.8% of the exam3 questions - 29.
Domain 5: Governance, Safety & Risk Management
HIPAA on Claude: BAAs, Eligible Services and Zero Data Retention
Subdomain 5.4: Ensure compliance with regulations
2 pages15 min read2.8% of the exam3 questions - 30.
Domain 5: Governance, Safety & Risk Management
Ethical AI: Bias, Fairness, and Transparency in Claude Deployments
Subdomain 5.5: Address ethical AI considerations
11 min read2.8% of the exam3 questions - 31.
Domain 6: Stakeholder Communication & Lifecycle Management
Structured Discovery and Requirement Gathering for AI Solutions
Subdomain 6.1: Conduct structured discovery and requirement gathering
9 min read2.8% of the exam3 questions - 32.
Domain 6: Stakeholder Communication & Lifecycle Management
Communicating architectural decisions and trade-offs
Subdomain 6.2: Communicate architectural decisions and trade-offs
9 min read2.8% of the exam3 questions - 33.
Domain 6: Stakeholder Communication & Lifecycle Management
Stakeholder Feedback Loops, Expectation Alignment and SLAs for Claude Solutions
Subdomain 6.3: Manage stakeholder feedback loops and expectation alignment
10 min read2.8% of the exam3 questions - 34.
Domain 6: Stakeholder Communication & Lifecycle Management
Documenting Claude Architectures and Writing Implementation Guidance
Subdomain 6.4: Document architectures and provide implementation guidance
10 min read2.8% of the exam3 questions - 35.
Domain 6: Stakeholder Communication & Lifecycle Management
Support lifecycle phases: from discovery to deprecation
Subdomain 6.5: Support lifecycle phases
9 min read2.8% of the exam3 questions - 36.
Domain 7: Developer Productivity & Operational Enablement
Claude Code Team Setup: Providers, Settings Scopes and Policy Delivery
Subdomain 7.1: Configure Claude tools and environments for teams
2 pages15 min read2.33% of the exam3 questions - 37.
Domain 7: Developer Productivity & Operational Enablement
Prompting Claude Code: Verification, Planning and Context
Subdomain 7.2: Improve developer workflows using AI-assisted tooling
2 pages17 min read2.33% of the exam3 questions - 38.
Domain 7: Developer Productivity & Operational Enablement
Claude Code Error Messages, Automatic Retries and Tool-Use Failures
Subdomain 7.3: Support debugging and operational issue resolution
2 pages17 min read2.33% of the exam3 questions