The Quality Engineering Blog

Insights on AI-powered testing, TestOps, automation architecture, and building world-class quality teams.

January 2025 • 12 min read

Beyond Record-and-Playback: Architecting an AI-Native Test Automation Platform

Every CTO and VP of Engineering is being asked the same question right now: "What is our AI strategy?" In the world of software quality, this pressure has resurrected a familiar promise: the dream of "no-code" test automation. But AI is not a magic wand. When architected correctly, however, it can be the single greatest force multiplier for engineering expertise.

January 2025 • 10 min read

Beyond Page Objects: Why Your Next Framework Should Use a Component-Object Model

For years, the Page-Object Model has been the bedrock of UI test automation. But in today's world of complex, component-based frontends built with frameworks like Angular and React, the classic POM is starting to show its cracks. If you've ever found yourself with a BasePage file that's thousands of lines long, you've felt this pain. There's a better way.