developer-roadmap/roadmaps/backend/content/integration-patterns@iatQ3RCxESHt1CwN3PSfx.md

Integration Patterns

Integration patterns are reusable solutions to commonly occurring problems when connecting different software systems or applications. They provide a structured approach for ensuring data is correctly exchanged, services are seamlessly accessed, and overall system behavior is predictable and reliable when integrating AI-powered functionalities. This allows developers to handle complexities like data transformations, error handling, security, and message routing in a standardized way.

Visit the following resources to learn more:

• @article@Emerging Patterns in Building GenAI Products
• @article@5 Patterns for Scalable LLM Service Integration
• @video@AI Design Patterns - LLM Integration: Choosing Between Direct Calls, Agents, RAG, MCP & Workflows