Systems | Development | Analytics | API | Testing

In the rapidly changing world of software development, the automated tools that we use must also keep pace with the changing environment. Playwright and Selenium are two of the most popular frameworks for browser automation and have their own advantages based on your need. This guide will allow you to compare Playwright vs Selenium. We will review the key differences, advantages and disadvantages, which will allow you to make a well-formed decision on your testing strategy into 2025.

Add sketches, notes, and requirements directly to your full stack session recordings. Highlight interactions, API calls, or traces and turn them into actionable development plans or AI prompts. Traditional session replay tools give you a window into what the user saw. A few let you blur sensitive data or leave a quick sketch. Some rely on third-party integrations to manage annotations at all.

With recent performance improvements to BigQuery, users can expect gains in scalability, reliability, and usability across BigQuery and BigQuery ML.

As artificial intelligence (AI) matures from experimentation into production use cases, the symbiotic relationship between data and AI becomes increasingly clear. To deliver real business impact—smarter automation, better customer experiences, and massive cost takeout—AI use cases are only as powerful as the data they’re running on.

This is the second post in a series about reasons to attend API Summit 2025. Check out the previous post here. To unlock Kubernetes’ full potential, many enterprises are relying on three key building blocks available in Kong Konnect today: Together, these components extend Kubernetes from being just a container orchestration platform. They lay the foundation for Kubernetes to support the exposure, governance, and operation of APIs — and the AI workflows that increasingly rely on those APIs.

Swift Composable Architecture (TCA) is one of the cleanest and most scalable ways to build iOS and macOS apps today. Created by Point-Free, it pulls together state management, side effects, dependency injection, and modular design into one consistent and predictable system. Whether we’re crafting a tiny feature or designing a full-scale app, TCA helps us write Swift code that’s easier to test, easier to work out, and a lot less painful to maintain over time.

It's 3 AM, and during the testing process, your mobile app crashed in the middle of high traffic. Your outdated test infrastructure is unable to mirror real-life scenarios fast enough, and serious problems go undetected. On the other hand, a competitor provides a seamless user experience as they embrace Cloud-Based Testing and gain unmatched flexibility of open devices, speed of finding defects with their rapid scalability.

Launching a website is only half the fight. What seems perfect in development can easily fail when exposed to real-life usage, browser oddities, device quirks, slow performance, or crucial functionalities breaking at scale. This is not only frustrating for customers, but it can also have consequences on lost revenue, loss of security, and reputational damage. Today's website testing tools cover this gap by validating functionality, performance, and user experience before items get to production.

Enterprise Performance Management (EPM) is the backbone of smarter business decisions—it brings structure to planning, budgeting, reporting, and analysis. But when handled manually, it can quickly become a grind: endless spreadsheets, complex data mapping, and reports that swallow valuable time. The work is essential, yet the process often slows teams down, leaving less room for the insights leaders actually need.

Cross browser testing in Selenium helps teams ensure their websites work smoothly for everyone, no matter which browser or operating system they use. From Chrome to Safari, Firefox to Edge, each browser interprets code a little differently. Even the same browser can behave in surprising ways across versions or devices. That’s where Selenium WebDriver comes in.