Systems | Development | Analytics | API | Testing

It’s back-to-school season, which means millions of Chromebooks are logging back on. ChromiumOS browser testing, now available on Sauce Labs, helps you make sure your app is ready for them.

New BigQuery identity columns let you define columns that automatically generate sequential 64-bit integer values to manage’ unique identifiers.

Most QA teams do not use one automation framework. They use two or three. Selenium handles the legacy suite and cross-browser regression. Playwright covers the newer end-to-end flows. Cypress runs the frontend component tests that developers wrote. Maybe there is an Appium layer for mobile. Each framework was adopted for a good reason. Each solves a real problem. But the result is fragmented visibility. Test results live in separate CI jobs. Reporting requires pulling data from multiple sources.

Raw WebSockets drop connections, lose track of canceled responses, and don't natively reach a second device. If your AI streaming feature has been in production for a while, you've probably already built a fix for at least one of these and found another one waiting. Reconnection, cancellation, multi-device delivery, and crash detection are the four problems raw WebSockets leave for you to solve, and each is its own piece of infrastructure to build. Solve one, and the other three remain unsolved.

‍AI claims processing applies predictive models, machine learning, computer vision, and generative AI across claims workflows. These technologies analyse documents, images, policy terms, historical records, and structured claim data. Insurers use AI for document extraction, claim triage, fraud detection, damage assessment, and adjuster assistance. Predictive models classify claims, estimate severity, and identify cases requiring specialist review.

DreamFactory 7.7.0 is now the recommended stable release. It's a substantial one: AI agents become governed, human-owned API consumers; a new open-source API Builder lets you author custom REST endpoints without writing scripts; versioned Schema Contracts catch database drift before it reaches your consumers; and the platform baseline moves to Laravel 13.25 and PHP 8.3.

Katalon Studio 11.5.0 is available for all users as of August 27, 2026. This release focuses on richer reporting, AI assistance that reaches further into test authoring, a stronger mobile recording experience, a refreshed UI, and the performance problems that showed up in large projects. Here's what shipped, starting with the new features.

Legacy Node.js is rarely an awareness problem. It is a risk, cost, and uncertainty problem. Last week, we looked at a striking signal in the official Node.js download data in Node.js Downloads Surge in 2026 as Node.js 24 Takes the Lead. Node.js 24 had become the most downloaded Node.js release, a strong indication that modernization across the ecosystem is accelerating. But something else stood out.

Nine tools compared on the criteria that matter when your team reads dashboards instead of building them.

E-commerce platforms face unique performance challenges. Traffic patterns are volatile, with sudden surges during flash sales, promotions, or holidays. Relying on generic load testing – such as steady user simulations or basic server throughput checks – misses the mark. If your tests don’t mirror real shopping scenarios, you risk missing critical issues that can lead to lost revenue and damaged brand reputation during peak events.