# AI Cert Guides > Community study guides for Anthropic's Claude certifications: 123 lessons, 1,570 practice questions, mock exams, and build exercises across Claude Certified Architect (Foundations), Claude Certified Architect (Professional), Claude Certified Associate (Foundations), and Claude Certified Developer (Foundations). ## Site - URL: https://claudecertificationguide.com - Resources: https://claudecertificationguide.com/resources - Blog: https://claudecertificationguide.com/blog - About: https://claudecertificationguide.com/about - Privacy: https://claudecertificationguide.com/privacy - Full content listing: https://claudecertificationguide.com/llms-full.txt ## CCAR-F: Claude Certified Architect (Foundations) Free study guide for the Claude Certified Architect (Foundations) exam, covering all 5 domains: Agentic Architecture, Tool Design & MCP, Claude Code, Prompt Engineering, and Context Management. 30 lessons and 407 practice questions. - Exam Guide: https://claudecertificationguide.com/architect-foundations - Study Guide: https://claudecertificationguide.com/learn - Mock Exam: https://claudecertificationguide.com/mock-exam - Diagnostic Quiz: https://claudecertificationguide.com/diagnostic - Drill Mode (Spaced Repetition): https://claudecertificationguide.com/drill - Build Exercises: https://claudecertificationguide.com/exercises - Quick Reference: https://claudecertificationguide.com/quick-reference - Glossary: https://claudecertificationguide.com/glossary ### Domain 1: Agentic Architecture & Orchestration (27%) Design and implement agentic systems using Claude's API, including loop management, orchestration patterns, guardrails, and the Claude Agent SDK. 7 lessons: Agentic Loops; Multi-Agent Orchestration; Subagent Invocation and Context Passing; Workflow Enforcement and Handoff; Agent SDK Hooks; Task Decomposition Strategies; Session State and Resumption. ### Domain 2: Tool Design & MCP Integration (18%) Design effective tool schemas, implement MCP servers and clients, and integrate external services into Claude-powered applications. 5 lessons: Tool Interface Design; Structured Error Responses; Tool Distribution & Tool Choice; MCP Server Integration; Built-in Tools. ### Domain 3: Claude Code Configuration & Workflows (20%) Configure Claude Code for development workflows, manage settings, hooks, permissions, and integrate with CI/CD pipelines. 6 lessons: CLAUDE.md Hierarchy, Scoping, and Modular Organisation; Custom Slash Commands and Skills; Path-Specific Rules for Conditional Convention Loading; Plan Mode vs Direct Execution; Iterative Refinement Techniques; CI/CD Integration. ### Domain 4: Prompt Engineering & Structured Output (20%) Craft effective prompts, implement structured output patterns, and apply prompt engineering techniques for production Claude applications. 6 lessons: System Prompts with Explicit Criteria; Few-Shot Prompting; Structured Output with Tool Use; Validation, Retry, and Feedback Loops; Batch Processing Strategies; Multi-Instance and Multi-Pass Review. ### Domain 5: Context Management & Reliability (15%) Manage context windows effectively, implement caching strategies, handle long conversations, and build reliable production systems. 6 lessons: Context Window Management; Escalation & Ambiguity Resolution; Error Propagation in Multi-Agent Systems; Codebase Exploration & Context Degradation; Human Review & Confidence Calibration; Information Provenance & Multi-Source Synthesis. ## CCAR-P: Claude Certified Architect (Professional) Free study guide for the Claude Certified Architect (Professional) exam, covering all 7 domains: Solution Design, Models & Prompting, Integration, Evaluation & Testing, Governance & Safety, Stakeholders & Lifecycle, and Developer Productivity. 38 lessons and 397 practice questions. - Exam Guide: https://claudecertificationguide.com/ccar-p - Study Guide: https://claudecertificationguide.com/ccar-p/learn - Mock Exam: https://claudecertificationguide.com/ccar-p/mock-exam - Diagnostic Quiz: https://claudecertificationguide.com/ccar-p/diagnostic - Drill Mode (Spaced Repetition): https://claudecertificationguide.com/ccar-p/drill - Build Exercises: https://claudecertificationguide.com/ccar-p/exercises - Quick Reference: https://claudecertificationguide.com/ccar-p/quick-reference - Glossary: https://claudecertificationguide.com/ccar-p/glossary ### Domain 1: Solution Design & Architecture (17%) Translate business problems into end-to-end Claude architectures: architectural patterns, multi-agent design, decomposition, and business-value alignment. 6 lessons: Translating Business Problems into Claude Solutions; End-to-End Architectures and Feedback Loops; Selecting Architectural Patterns; Multi-Agent Systems and Orchestration; Decomposition Techniques for Complex Problems; Aligning Solutions to Business Value Pillars. ### Domain 2: Claude Models, Prompting & Context Engineering (13%) Select Claude models on their trade-offs, and engineer the system prompts, guardrails, and context strategies that guide them. 5 lessons: Selecting Claude Models on Trade-Offs; System Prompts, Templates, and Guardrails; Zero-Shot, Few-Shot, and Chain-of-Thought; Optimising Context Windows and Token Usage; Prompt Reuse: Caching, Modular Prompts, and Skills. ### Domain 3: Integration (19%) Integrate Claude into enterprise systems: security analysis, observability at scale, RAG pipeline design, and choosing the right connection protocol. 8 lessons: Capability Bloat and Least-Privilege Configuration; Authentication, Authorisation, and the Gaps Between; Accuracy–Latency Trade-offs; Observability and Monitoring at Scale; RAG Pipeline Design: Chunking and Indexing; Matching Retrieval to Data Shape and Query Pattern; Choosing the Integration Mechanism; Progressive Discovery vs Monolithic Context. ### Domain 4: Evaluation, Testing & Optimisation (16%) Define evaluation metrics, build datasets and test frameworks, run A/B tests, and diagnose and optimise live Claude systems. 6 lessons: Defining Evaluation Metrics; Designing Evaluation Datasets and Test Frameworks; A/B Testing and Iterative Improvement; Diagnosing Prompt Failure, Hallucination, and Model Mismatch; Optimising Token Usage, Latency, and Cost-Performance Trade-offs; Monitoring System Performance in Production. ### Domain 5: Governance, Safety & Risk Management (14%) Guardrails and safety controls, risk and failure-mode identification, human-in-the-loop validation, regulatory compliance, and ethical AI. 5 lessons: Guardrails, Safety Controls, and the Surface a Risk Belongs To; Risks, Limitations, and the Failure Modes That Stay Silent; Human-in-the-Loop Validation: Placement, Pattern, and Proof; Regulatory Compliance as an Architecture Constraint; Ethical AI: Bias, Fairness, and Transparency. ### Domain 6: Stakeholder Communication & Lifecycle Management (14%) Structured discovery, communicating architectural decisions and trade-offs, and supporting solutions through every lifecycle phase. 5 lessons: Structured Discovery and Requirement Gathering; Communicating Architectural Decisions and Trade-offs; Expectation Alignment and Service-Level Commitments; Documentation and Implementation Guidance; Supporting the Lifecycle Phases. ### Domain 7: Developer Productivity & Operational Enablement (7%) Equip teams with Claude tooling and AI-assisted workflows, and support debugging and operational issue resolution. 3 lessons: Team Tooling Configuration: Guidance Versus Enforcement; AI-Assisted Developer Workflows: Measure the Work, Package the Practice; Debugging and Operational Resolution: Evidence Before Change. ## CCAO-F: Claude Certified Associate (Foundations) Free study guide for the Claude Certified Associate (Foundations) exam, covering all 7 domains: Prompting, Output Evaluation, Products & Models, Workflow Integration, Configuration, Governance & Risk, and Troubleshooting. 30 lessons and 397 practice questions. - Exam Guide: https://claudecertificationguide.com/ccao-f - Study Guide: https://claudecertificationguide.com/ccao-f/learn - Mock Exam: https://claudecertificationguide.com/ccao-f/mock-exam - Diagnostic Quiz: https://claudecertificationguide.com/ccao-f/diagnostic - Drill Mode (Spaced Repetition): https://claudecertificationguide.com/ccao-f/drill - Build Exercises: https://claudecertificationguide.com/ccao-f/exercises - Quick Reference: https://claudecertificationguide.com/ccao-f/quick-reference - Glossary: https://claudecertificationguide.com/ccao-f/glossary ### Domain 1: Prompting and Task Execution (14%) Create effective prompts for business and technical tasks, decompose complex requests, and iterate on outputs across task types. 4 lessons: Creating Effective Prompts for Business and Technical Tasks; Decomposing Complex Requests; Iterating Prompts to Improve Output; Adapting Strategy to Task Type. ### Domain 2: Output Evaluation and Validation (21%) The exam's largest domain: evaluate Claude's output for accuracy, spot hallucinations and bias, and know when human review is required. 6 lessons: Evaluating Outputs for Accuracy and Completeness; Identifying Hallucinations, Inconsistencies and Bias; Fact-Checking and Validation Techniques; When Human Review or Additional Verification Is Required; Editing, Adapting and Comparing Outputs for the Audience; Curating Information and Selecting Output Formats. ### Domain 3: Product and Model Selection (12%) Choose the right Claude product feature and model for the task, and manage context limitations and memory. 4 lessons: Selecting the Right Claude Product Feature; Differentiating Between Claude Model Types; Aligning Model Choice with Cost, Speed and Quality; Managing Context Limits and Memory: Restart, Summarise, Persist. ### Domain 4: Workflow Integration and Solution Design (16%) Bring Claude into real workflows: requirements analysis, research and planning, solution design, and communicating value to stakeholders. 5 lessons: Analysing Requirements and Use Cases; Using Claude for Research, Planning and Process Optimisation; Supporting Solution Design, Development and Iteration; Integrating Claude into Existing Workflows; Communicating Value and Limitations to Stakeholders. ### Domain 5: Configuration and Knowledge Management (12%) Configure Claude Projects with instructions, knowledge sources, and connectors, and keep those configurations current. 4 lessons: Configuring Projects with Instructions and Knowledge Sources; Managing Uploaded Knowledge and Connectors; Creating Effective System-Level Instructions; Informing, Maintaining, and Updating Configurations. ### Domain 6: Governance, Risk, and Responsible Use (15%) Use Claude appropriately: data sensitivity, privacy and regulatory considerations, organisational AI policy, and ethics. 4 lessons: Identifying Appropriate and Inappropriate Use Cases; Applying Data Sensitivity, Regulatory and Privacy Considerations; Following Organisational AI Policies and Governance Standards; Understanding the Ethical Implications of AI Usage. ### Domain 7: Troubleshooting and Optimisation (10%) Diagnose underperforming prompts and poor outputs, adjust approach based on feedback, and optimise workflows. 3 lessons: Diagnosing and Resolving Underperforming Prompts and Poor Outputs; Adjusting Your Approach Based on Feedback and Results; Optimising Workflows for Efficiency and Effectiveness. ## CCDV-F: Claude Certified Developer (Foundations) Free study guide for the Claude Certified Developer (Foundations) exam, covering all 8 domains: Agents & Workflows, Apps & Integration, Claude Code, Eval & Debugging, Model Selection, Prompt & Context, Security & Safety, and Tools & MCPs. 25 lessons and 369 practice questions. - Exam Guide: https://claudecertificationguide.com/ccdv-f - Study Guide: https://claudecertificationguide.com/ccdv-f/learn - Mock Exam: https://claudecertificationguide.com/ccdv-f/mock-exam - Diagnostic Quiz: https://claudecertificationguide.com/ccdv-f/diagnostic - Drill Mode (Spaced Repetition): https://claudecertificationguide.com/ccdv-f/drill - Build Exercises: https://claudecertificationguide.com/ccdv-f/exercises - Quick Reference: https://claudecertificationguide.com/ccdv-f/quick-reference - Glossary: https://claudecertificationguide.com/ccdv-f/glossary ### Domain 1: Agents and Workflows (14.7%) Agent and workflow architecture, agent construction with the Claude Agent SDK, and common agentic patterns and frameworks. 3 lessons: Agent Architecture; Agent Construction with Claude; Agent Patterns and Frameworks. ### Domain 2: Applications and Integration (33.1%) A third of the exam on its own: Claude API mechanics, software engineering foundations, application design, and configuration management. 6 lessons: Understanding Requirements; Systems Life Cycle; Claude API Mechanics; Software Engineering Foundations; Claude Application Design; Configuration Management. ### Domain 3: Claude Code (3.1%) Claude Code's core components and features, the CLAUDE.md hierarchy, repository initialisation, and settings.json configuration. 1 lessons: Claude Code Operation. ### Domain 4: Eval, Testing, and Debugging (2.6%) Debugging and error handling for Claude applications: error identification, recovery strategies, trace analysis, and problem isolation. 1 lessons: Debugging and Error Handling. ### Domain 5: Model Selection and Optimisation (16.8%) LLM fundamentals, supporting technical concepts, model capability trade-offs, and cost and token management. 4 lessons: LLM Fundamentals; Technical Fundamentals; Model Selection and Trade-offs; Cost and Token Management. ### Domain 6: Prompt and Context Engineering (11%) Context and memory management, prompt engineering principles and methods, and structured output handling. 3 lessons: Context Engineering; Prompt Engineering; Output Handling. ### Domain 7: Security and Safety (8.1%) AI application security, guardrails and safe deployment, hooks as safety controls, and identity, secrets, and key management. 4 lessons: AI Application Security; Guardrails and Safe Deployment; Claude Hooks; Identity, Secrets, and Key Management. ### Domain 8: Tools and MCPs (10.6%) Tool implementation, MCP server development, and choosing among built-in tools, custom tools, Skills, and MCPs. 3 lessons: Tool Implementation; MCP Server Development; Agentic Customisation.