Systems | Development | Analytics | API | Testing

The global supply chain landscape continues to evolve at a relentless pace. Following years of pandemic-driven supply chain disruptions, the focus has shifted from survival to building long-term resilience and leveraging new technologies for competitive advantage. Drawing from a recent industry conversation, here are the key trends that will define the supply chain outlook in 2026.

REST APIs are the basis of all interactions between different applications. Many companies and organizations today offer APIs to interact with their applications. REST APIs allow third-party application developers to perform operations such as transmitting or accessing data from one application to another. This is called a public API. This means that this API is intended for interaction with third-party apps.

API observability is a critical operational requirement for production REST API platforms. DreamFactory, as an enterprise API generation and management platform, produces high-volume API traffic that demands robust logging, real-time analytics, and diagnostic capabilities. This guide demonstrates how to implement a complete observability stack using Logstash for log ingestion and processing, Elasticsearch for indexed storage and search, and Grafana for advanced visualization and alerting.