Systems | Development | Analytics | API | Testing

Here’s the truth: without proper data cleaning, your dashboards, forecasts, and strategy are built on shaky ground. In fact, bad data is already costing U.S. businesses more than $3.1 trillion a year, according to one IBM study. That’s not just a number – it’s lost deals, missed targets, and wasted hours chasing down the wrong metrics.

Ever thought a simple bouquet could turn into a booming business? Well, we do live in a world where convenience is currency. One tap, and your food’s on the way. Another, and your living room’s getting cleaned. From Urban Company to DoorDash, on-demand delivery apps have gone from luxury to a basic lifestyle. And it’s not just about meals or household fixes anymore.

If you’re a big enterprise doing business in California, then California Consumer Privacy Act (CCPA) compliance is non-negotiable. But, while the CCPA is a stringent regulation, complying with it doesn’t have to slow your organization down or limit your ability to innovate. In this blog, we will go over the essentials of CCPA, including who must comply and the regulation’s key provisions.

It is said that the special nature of software development is ever-changing so it is important to choose the right tool for the job. Whether it’s a web interface or a cross-platform mobile app you are building, React and React Native are two of the most powerful technologies available today. This blog will answer the question of "what is React and What is React Native" and show how Keploy can help improve test efficiency across both frameworks.

Test automation is no longer a nice-to-have—it’s a baseline expectation for any team serious about delivering high-quality software at scale. Paulo Feitosa , Sr. Manager, Automation Solutions,

Test case design constantly adopts new languages, architectures, and methodologies. But in the last few years, the pressure to scale while ensuring quality in a smart way, without overly increasing efforts, has changed the narrative. AI has entered the scene, promising to systematize decisions, reduce redundancy, and even create tests from scratch. Some teams have already experimented with AI, while others observe with skepticism.

Let me take you on a journey—not into some far-off sci-fi future, but into a tomorrow that’s just around the corner. Imagine this: you walk into your workplace and some of your “colleagues” are no longer human. They’re not robots in the traditional sense, but agents—autonomous software entities, each trained on vast datasets, equipped with decision-making power, and capable of performing economic, civic, and operational tasks at scale.

You're three hours into debugging a stalled Kafka consumer. The lag is climbing. Customers are complaining. Your logging doesn't show anything useful, and changing the log level requires a deployment approval that won't come until tomorrow morning. Sound familiar? If you're operating Apache Kafka at scale, that sinking feeling when a consumer group stops progressing, and you're left playing detective with insufficient clues.

WSO2 Kubernetes Gateway provides a robust, Kubernetes-native platform for managing APIs. It’s purpose-built for cloud-native teams requiring fine-grained control over APIs in modern, distributed environments. With support for microservices architecture, secure ingress, and service discovery, Kubernetes Gateway solves the infrastructure side of the API equation.

Chatbots are quickly becoming more sophisticated and integrated into business workflows, enhancing productivity and scalability. However, they also expand the attack surface for organizations. This new exploitation vector requires data engineers and security teams to incorporate various security guardrails when building their gen AI architecture. In this blog post, we discuss the risk of data leakage through AI chatbots.