Systems | Development | Analytics | API | Testing

API versioning is essential for ensuring APIs evolve without breaking existing integrations. Here are five common strategies, each with unique advantages and challenges: Automated Versioning with Tools: Platforms like DreamFactory automate version management, reducing manual effort and ensuring seamless updates. URL Path Versioning: Adds version directly in the URL (e.g., /v1/products). It’s simple, visible, and widely used but can lead to maintenance challenges as versions increase.

Epic (EpicCare) is the clinical backbone for most major healthcare organizations. Yet, for developers, analysts, and innovators, accessing and using Epic data remains one of the most complex challenges in health IT.

If you’ve built REST or GraphQL endpoints from Microsoft SQL Server, the next hurdle is publishing clear, accurate, and secure documentation. This list spotlights the best tools to document SQL Server–backed APIs in 2025. It reflects DreamFactory’s perspective on the market and how teams actually ship docs at scale. We prioritize products that either generate OpenAPI from SQL Server automatically or excel at turning existing specifications into collaborative, developer-friendly portals.

Secure SQL Server integration now powers everything from transactional APIs to real-time analytics. This guide evaluates leading platforms that connect, govern, and scale Microsoft SQL Server across cloud, on-premises, and hybrid estates. We prioritize security, deployment flexibility, and time-to-value—core to DreamFactory’s approach to instant, governed API access for SQL Server and other data sources.

Modern AI teams want governed, low-latency access to operational data without hand-coding ad hoc services. This list analyzes the best API platforms for exposing Microsoft SQL Server to AI and LLM workflows, think RAG pipelines, function calling, and analytics copilots, through secure, performant APIs. It reflects DreamFactory’s perspective on what matters for production AI, while evaluating alternatives fairly.

Healthcare organizations using Cerner Millennium (Oracle Health) struggle with integrating data trapped in complex databases and proprietary systems. Building custom APIs or integrations can be time-consuming, costly, and risky — especially when patient privacy and compliance are on the line.

Real-time data synchronization is critical for businesses that rely on APIs to connect systems like CRMs, billing platforms, and inventory databases. It ensures that updates happen instantly, preventing issues like outdated information, missed opportunities, or operational inefficiencies. Here’s a quick breakdown of how to choose the right tool: Integration: Look for tools with built-in connectors for databases (e.g., SQL Server, MySQL) and cloud platforms (e.g., Snowflake, Amazon RDS).

In the world of APIs and microservices, choosing the right tools for data compression and serialization can drastically improve performance, reduce bandwidth costs, and streamline communication. Here's a quick breakdown of five popular tools and their strengths: DreamFactory: Simplifies API creation with automated JSON serialization, strong security features, and support for over 20 databases.

Healthcare organizations are under growing pressure to connect legacy EHR (Electronic Health Record) and ERP (Enterprise Resource Planning) systems while safeguarding patient privacy and meeting strict compliance standards.

When managing Docker containers, effective logging is essential for troubleshooting, monitoring, and ensuring compliance. Mismanaged logs can lead to disk space issues, performance bottlenecks, and lost diagnostic data. Here's a quick breakdown of what you need to know: Choose the right logging driver: Options include json-file (default), syslog, journald, fluentd, and none. Each has unique benefits depending on storage, performance, and integration needs.

Healthcare organizations are under growing pressure to connect legacy EHR (Electronic Health Record) and ERP (Enterprise Resource Planning) systems while safeguarding patient privacy and meeting strict compliance standards. Most of these systems — Epic, Cerner, MEDITECH, Infor, Oracle, SAP, and others — rely on enterprise-grade databases like Oracle, SQL Server, IBM DB2, SAP HANA, InterSystems IRIS, and PostgreSQL.

Modernizing AS/400 systems and legacy ERP platforms is no longer optional - it’s essential for businesses to stay competitive. These systems, while reliable, struggle to meet modern demands like real-time data access, cloud integration, and mobile compatibility. The solution? REST API generators. REST API generators allow businesses to connect outdated systems with modern applications without overhauling the entire infrastructure.

Looking to integrate industrial data with modern web applications? Here's the gist: Kepware collects OPC UA data from industrial devices, while Ignition processes and shares it as REST APIs. Together, they bridge industrial systems with web tools like dashboards, mobile apps, and cloud analytics. Key Takeaways: 1. Kepware acts as an OPC UA server, gathering and converting data from industrial devices. 2.

OpenAI's new Agent Builder is revolutionizing how businesses create AI-powered workflows with its intuitive drag-and-drop interface. But here's the challenge that every enterprise faces: how do you give your agents access to internal databases without exposing credentials or compromising security?

Adalo and DreamFactory make app development faster and easier by combining no-code front-end tools with automated backend API generation. Adalo lets you visually design apps without coding, while DreamFactory creates secure, ready-to-use REST APIs for your data sources in minutes. Together, they simplify complex tasks like database integration, API management, and secure data handling. Here's what you can achieve: Quickly build apps: Use Adalo's drag-and-drop interface to design and publish apps.

Learn how to easily create a REST API for Snowflake with DreamFactory. This enables instant, secure REST API auto-generation, and seamless integration with applications, mobile, and AI pipelines—all without the need for custom coding.

Learn how to easily create a REST API for Oracle, whether on-premise or in the Cloud, with DreamFactory. This enables instant, secure REST API auto-generation, and seamless integration with applications, BI dashboards, and AI pipelines—all without the need for custom coding.