Systems | Development | Analytics | API | Testing

Balancing latency and throughput is critical for managing distributed rate limiting systems effectively.

Creating API documentation from scratch remains a complex and time-consuming challenge, especially as APIs become more central to digital transformation in 2025. Today’s best API documentation tools leverage automation, AI, and interactive features to simplify the process, ensuring documentation is clear, accessible, and up-to-date for both technical and non-technical users.

APIs are transforming how manufacturers achieve ESG (Environmental, Social, and Governance) goals by simplifying data collection, real-time monitoring, and reporting. Here's how they help: For example, companies using REST APIs have cut compliance costs by up to $45,719 per implementation and reduced risks by 99%. Whether you're monitoring carbon emissions or ensuring supply chain accountability, APIs make ESG integration seamless and efficient.

When exploring common types of software architecture, it’s important to understand the foundational patterns that drive modern application development. Software architecture patterns like MVC, client-server, microservices, and event-driven models help teams build scalable, maintainable, and robust applications. Software architects have built a broad range of options with varying features.

API latency slows down data transfers, disrupts operations, and hurts user experiences. Want faster APIs? Here’s how you can reduce latency right now: These steps work together to cut delays and improve API performance. Whether you're dealing with real-time data streams or heavy traffic, these tips can help ensure smoother, faster data transfers.

API request logging is essential for secure and efficient APIs. It helps track performance, detect security threats, and meet compliance standards. Here's a quick breakdown of what you need to know: Why It Matters: Logging provides real-time insights, audit trails for investigations, and supports compliance.

Managing API versions is essential for keeping cross-platform applications stable and user-friendly. Here's what you need to know: Why Versioning Matters: It ensures compatibility across platforms like mobile, web, and IoT, each with unique update cycles.

DreamFactory simplifies API management with powerful logging tools that boost security, track performance, and ensure compliance. Here's what you need to know: With DreamFactory, you can set up production-ready APIs with detailed logging in just 5 minutes, saving time and costs while maintaining robust security and performance.

Many pharmaceutical companies have been around for decades and must continually adapt to a rapidly evolving, technology-driven world. Even those that keep pace with digital trends often struggle with data silos and disparate systems, making it difficult to share information across platforms. This fragmentation hinders their ability to meet patient expectations, accelerate drug launches, and develop personalized therapies.

REST APIs are now the backbone of modern systems, powering 83% of APIs, while SOAP lags behind at 15%. Why? REST is faster, simpler, and better suited for today’s needs, including AI and MCP (Model Context Protocol). DreamFactory makes this transition easy with automated REST API generation, robust security, and scalability. Here’s what you need to know.