Systems | Development | Analytics | API | Testing

This guide shows how to create a single API layer that joins data across MySQL, Postgres, and MongoDB using a federated query engine with an API gateway pattern. You will implement a hands-on build, see code samples, and review performance, security, and governance steps. DreamFactory is a secure, self-hosted enterprise data access platform that provides governed API access to any data source, connecting enterprise applications and on-prem LLMs with role-based access and identity passthrough.

Your database contains thousands of answers. The problem isn't the data—it's that exploring it requires either technical skills or waiting for someone who has them. But what if you could sit down with Claude and just... talk through it? Ask a question. Follow a thread. Go deeper when something looks interesting. This isn't about running queries—it's about having analytical conversations with your own business data, guided by an AI that excels at exactly that kind of thinking.

Use the Conversational Analytics API to build context-aware agents that understand natural language, query BigQuery data, and deliver answers in text, tables, and visual charts.

In the enterprise technology landscape, consistency is often the hardest metric to maintain. At WSO2, we view our customer feedback as a critical North Star, guiding our commitment to providing transparent, high-performance API, integration, and identity solutions. We are pleased to announce our latest customer survey results for the second half of 2025 (H2). These figures not only reflect a successful six-month period but also cap off a year of remarkable stability in our global customer relationships.

Enterprise development teams face mounting pressure to deliver secure, performant APIs while managing complex distributed architectures, strict compliance requirements, and accelerating release cycles. The API testing platform an organization chooses directly affects product quality, team velocity, and regulatory risk. Functional validation, security testing, performance testing, and CI/CD integration must all scale across global teams without introducing governance gaps.

Your Kafka Doesn't Have to Live Behind a Wall There's a problem that almost every platform team running Kafka at scale eventually hits, and it usually starts with a reasonable ask: "Can you give our partners access to this event stream?" What follows is rarely simple. You start scoping VPC peering. Then someone asks about firewall rules. Then you realize each new external consumer is going to need its own network arrangement.

Enterprise API teams rarely struggle with a lack of tools. They struggle with fragmented toolchains that promise agility but deliver chaos. According to IBM Systems Sciences Institute research, late-stage defects can cost up to ten times more to fix than early detection, while industry analysts report that tool sprawl can waste up to 30% of software expenses through redundant licensing and operational overhead.

Combining MCP Servers and LLMs with MS SQL Server simplifies database management with natural language queries, automation, and robust security. Here’s what you need to know.

In the fast-paced world of mobile engineering, the ability to move quickly is often hampered by the very tools meant to help us. While traditional mobile clouds provide essential scale and coverage, they are often optimized for standard, short-lived regression scripts that follow a predictable path.