Systems | Development | Analytics | API | Testing

Underperforming AI programs/models built using low-quality or inaccurate data cost companies up to 6% of annual revenue on average.

Palo Alto Networks used BigQuery ML to automatically identify and label the owner, environment, and cost center for each of its cloud projects.

Data engineers and architects are being asked to do more with their enterprise data than ever before. Yet, the knowledge gap between what businesses want to do with data and how they can accomplish it is growing daily—especially considering today's AI hype cycle. With all that noise in the market, it's easy to see how organizations struggle to keep pace with innovation.

The latest release of decK's APIOps features with the Kong Ingress Controller advances API management and automation in Kubernetes environments. This blog post delves into how this integration streamlines operations, ensuring a more feature-rich API lifecycle management.

Today’s the day you’ve all been waiting for: Kong Gateway Operator OSS is here. You can read the code and see what a production-grade Kubernetes operator looks like. Authored by multiple Gateway API contributors, Kong Gateway Operator is the de-facto reference for Gateway API implementers on Kubernetes. Kong Gateway Operator (KGO) 1.2 brings six new features plus a brand new Helm chart that allows you to deploy KGO using tools that you already know and love.

One great feature that comes with modern web frameworks is the ability to manage database schema migrations. However, schema migrations are not 100% safe and remain a recurring cause of issues within projects I have encountered over the last 15 years. This article will review the issues surrounding poorly managed schema migrations and then look into Strong Migrations, a gem that can help you avoid most problems. Finally, we will discuss a few good practices around database management. Let's get started!

It is essential that developers keep track of their code changes, particularly when you have numerous developers making alterations to the same codebase. By incorporating a version control tool into your organization you can ensure that you follow and manage any changes to your source code and keep historic versions preserved.

Gone are the glorious days of desktop apps. Back in the 90's, when the “web” was only in its infancy, downloading and installing applications to your local machines were the norm. However, over time, the web has matured into the giant it is today, and from it spawned the modern “web-based application” that we all know and love for the unmatched accessibility and ease of use. However, desktop applications are far from dead.

In today's fast-paced software development industry, it is highly critical to deliver high-quality web and mobile applications rapidly is paramount. This is where automation testing services come in, and WebdriverIO emerges as a powerful test automation solution. Designed for the modern web, WebdriverIO is a test automation framework that seamlessly interacts with both web applications and native mobile applications on iOS and android devices.

The "Unsupported class file major version 61" error in Java means you're trying to run a Java program that's too advanced for the version of Java you have installed. To fix this, either update your Java to version 17 or newer, otherwise recompile the program with an older Java version that matches your runtime environment.