Domain 3·19% of exam·41 concepts
Integration
Integrate Claude into enterprise systems: right-size tools and agents, close auth and observability gaps, design RAG and retrieval, and pick connection protocols and discovery strategies.
3.1
Evaluate tool/agent configuration for capability bloat
3.2
Analyze authentication and authorization requirements to identify security gaps
- ccarp-3.2.1Server-Side Identity Injection
- ccarp-3.2.2User-Asserted Role Claims as an Attack Vector
- ccarp-3.2.3Minimal Necessary Identity Context
- ccarp-3.2.4Authorization Model Parity with Underlying Systems
- ccarp-3.2.5Multi-Tenant API Key Isolation and Attribution
- ccarp-3.2.6Spotting Authentication and Authorization Gaps in an Integration Design
3.3
Evaluate accuracy-latency trade-offs and justify configuration decisions
3.4
Analyze observability challenges and select monitoring strategies at scale
- ccarp-3.4.1Four-Layer Request Logging Model
- ccarp-3.4.2Aggregate Metrics vs Per-Request Decomposition
- ccarp-3.4.3Anomaly Detection Thresholds and Model Drift
- ccarp-3.4.4Change Attribution: Model Drift, Data Drift, and Model Update Effects
- ccarp-3.4.5Failure Taxonomy: Prompt Failure, Hallucination, Model Mismatch, Orchestrator Failure
- ccarp-3.4.6Observability as a Precondition for Agent Autonomy
3.5
Design a RAG pipeline with appropriate chunking and indexing strategies
3.6
Apply retrieval strategies matched to data shape and query pattern
3.7
Evaluate connection protocols and select the appropriate integration mechanism (MCP, API/CLI, agent-to-agent)
- ccarp-3.7.1Integration Entry Point Options
- ccarp-3.7.2MCP as a Standardised Tool and Context Protocol
- ccarp-3.7.3Compliance Constraints Filter Entry Point Options First
- ccarp-3.7.4Direct API/SDK Integration vs MCP Server Trade-offs
- ccarp-3.7.5Selecting an Integration Mechanism Under Regulatory Constraint
3.8
Evaluate progressive discovery vs. monolithic context strategy
Other exam domains
Domain 1 · 17%Solution Design & ArchitectureDomain 2 · 13%Claude Models, Prompting & Context EngineeringDomain 4 · 16%Evaluation, Testing & OptimizationDomain 5 · 14%Governance, Safety & Risk ManagementDomain 6 · 14%Stakeholder Communication & Lifecycle ManagementDomain 7 · 7%Developer Productivity & Operational Enablement