Build a Real Regression Testing Framework (Python + Selenium + CI)
Production failures don’t happen because engineers are careless. They happen because systems grow, features stack up, and small changes ripple outward in ways no one expects. The difference between average engineers and real professionals is simple: professionals build safety nets. In this video, I show you how real engineers prevent production failures by building a structured, automated regression testing framework using Python, Selenium, Pytest, Allure, and GitHub Actions.
This isn’t just a collection of random UI tests. You’ll learn how to design a maintainable framework with a clean repository structure, a proper Page Object Model, centralized configuration, structured logging, automated reporting, and CI integration. We’ll walk through how to build reusable page objects, write meaningful positive and negative test cases, parameterize scenarios, and generate detailed Allure reports that tell a clear story when something breaks. Then we’ll wire everything into GitHub Actions so every pull request is automatically validated before it ever reaches production.
By the end of this video, you won’t just understand regression testing—you’ll have a professional-grade foundation you can plug into any application you work on. This is the kind of architecture real engineering teams use to ship confidently, move fast without breaking everything, and protect mission-critical systems. If you want to stand out as a software engineer, this is the level you need to operate at.
About Me
I’m Tyler, a software engineer, a recent grad from a small university in Canada. I moved to Toronto to chase a dream — to build cool things and tell real stories from inside the tech industry. It's been unreal so far.
This channel is me documenting that journey — the code, the culture, and the chaos of working in tech, while exploring the city that’s become my second home.
If you're into dev life, software best practices, and unfiltered insights from someone actually in the trenches, don't be afraid to follow (: