Systems | Development | Analytics | API | Testing

When it comes to data-driven applications, developers and data engineers are always trying to balance factors such as scalability, speed, flexibility, latency, and availability. In other words, databases and infrastructure are the foundations for well-structured applications: just like bricks are for houses. This article explores Redis' data store features and includes use cases. We'll learn how to use Redis in Python with a step-by-step tutorial. Let's get started!

Struggling with secure, real-time enterprise data access? RAG (Retrieval-Augmented Generation) systems are popular but often fall short in handling dynamic data, security, and compliance. Enter agent-based systems - designed to securely connect AI to live databases, APIs, and ERP systems while enforcing strict permissions and audit trails. Key Takeaways: RAG systems lack granular security, real-time updates, and detailed compliance tracking.

Ask anyone who has wrestled with legacy contract lifecycle management (CLM) software what frustrates them most, and you’ll hear a familiar refrain: “I can’t see what’s going on.” Whether it’s a missing status update, a buried clause, or an unexpected bottleneck, lack of visibility in the contract lifecycle slows deals, increases risk, and erodes trust between teams. But “visibility” is more than a buzzword.

The idea of using an AI like GPT-5 or any LLM based tool to generate SQL from natural language sounds like a productivity goldmine. Ask the AI a question, and it automatically writes and executes the perfect query. Insight on demand. No SQL expertise needed. But beneath this automation lies a serious threat. Giving AI systems free rein to generate and run SQL against your production database is not just risky—it could be catastrophic.

Webhooks are a smarter way for APIs to communicate in real-time. Unlike polling, which constantly checks for updates, webhooks automatically send notifications when specific events occur. This makes them faster, more efficient, and resource-friendly. Here’s how they work and why they matter: What are Webhooks?: They are HTTP callbacks triggered by events, delivering data instantly to other systems.

At WSO2, our mission is to deliver exceptional digital experiences. We believe that this commitment, combined with our company culture rooted in honesty and transparency, is why organizations worldwide continue to place their trust in us. We're thrilled to share our customer satisfaction scores for the first half of 2025. These results, which reflect our dedication to our customers, include a Net Promoter Score (NPS) of 61 and a Customer Satisfaction (CSAT) score of 4.46 out of 5.