Systems | Development | Analytics | API | Testing

The new fully managed remote BigQuery MCP server makes it easier to build intelligent data AI agents.

Real-time features are becoming increasingly important in web applications, but not every Rails developer is familiar with Action Cable, the framework's built-in WebSocket library. Rails Action Cable has long supported web sockets, but comes with some additional complexity. Rails 8 introduces Solid Cable, a new database-backed adapter for Action Cable that eliminates the need for Redis. In this guide, I'll walk you through Action Cable by way of Solid Cable and show you how to build a real-time feature.

Corporate concerns about entrusting sensitive data to third-party platforms keep many CTOs awake at night. Every time data leaves your infrastructure for a bolted-on BI tool, you're gambling with control. The stakes? Regulatory compliance, competitive advantage, and customer trust. Deploying a business analytics solution while keeping data safe and compliant often involves choosing between BI solutions that are either “bolted-on” or “embedded”.

In 2026, as AI models increasingly generate, refactor, and deploy code on their own, developers face a new challenge: how to safely run code they didn’t write. Sandboxes have become the backbone of this new workflow because they are lightweight, secure environments that let teams test, validate, and monitor code without risking production systems.

Whether you are tackling unstable features early or are responsible for setting a data-informed 2026 testing roadmap, these insights are here to help you accelerate your quality efforts.

October 2025, Paris. Thieves dressed as construction workers break into the Louvre and steal eight pieces of the French Crown Jewels valued at approximately €88 million. The robbery took place in broad daylight, and lasted less than eight minutes. As of the time of writing, only one of the jewels was recovered, a crown belonging to Napoleon III's wife Eugénie, which the thieves dropped in the street as they fled.

You might have heard about Prism, the new Ruby parser. Perhaps you've heard it's faster, more reliable, and more powerful than what we had before. Or maybe you never took a compilers class and aren't sure about what this actually means. I'm here to tell you all about it, and how it's changing our lives as Ruby developers. Today, I want to take you from square one to writing your first transpiler.

In the industrial landscape of 2026, data is no longer just a byproduct of production—it is the primary driver of operational efficiency. However, a significant gap remains: the Integration Gap. While factories are teeming with sensors, ERPs, and PLCs, the ability to deliver that data to real-time applications remains a manual, slow, and often insecure process.

A real estate Key Performance Indicator (KPI) or metric is a quantifiable measure used to assess the performance of a business in the real estate industry. These performance metrics can be used to analyze several different business segments from individual realtor performance to investment property potential. In turn, this information can be used to identify weaknesses in your business or help make better business decisions.

Why do some bugs only appear after deployment, even when tests pass locally? Early in my backend work, I kept hearing discussions around stateful vs stateless. It felt academic at first, but once I started dealing with scaling issues, flaky tests, and production bugs, I saw how much this decision actually matters. This article is based on how I’ve seen these architectures behave in real systems, not just diagrams.