Leveraging Azure Data API Builder in Microservices Migration: A Comprehensive Guide to Modernising Data Access Patterns

Tom Martin
6 min readNov 1, 2024

Migrating a monolithic application to a microservices architecture can offer immense benefits in terms of scalability, flexibility, and resilience. However, moving to microservices requires revisiting traditional data access patterns — such as Repository and Command Query Responsibility Segregation (CQRS) — to better suit a decoupled environment. Microsoft’s Azure Data API Builder (DAB) provides a configuration-driven approach to data access by automatically generating REST and GraphQL endpoints for databases, making it an ideal tool for streamlining microservices architectures.

This article will explore how DAB can facilitate a microservices migration by replacing or enhancing key data patterns, discuss its integration with Azure Container Registry as an alternative to Kubernetes, and outline best practices within the Azure ecosystem for both small and large teams.

Traditional Monolithic Workflow and Challenges

In a monolithic architecture, components are tightly integrated, leading to complex dependencies and scalability constraints. A typical monolithic data flow might look like this:

  1. Data Integration and Storage: Data from various…

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