Smart Patterns for Rapid Automation

Test automation remains one of the biggest challenges in software development. Teams often face:
– the constant struggle to develop the high-level expertise needed to build frameworks from scratch,
– the lack of time to design robust, maintainable solutions from the start,
– significant financial investment in tools and licenses.

When they finally build automation, it becomes a burden that generates endless false positives, erodes team confidence, and ultimately delivers zero value to the project. Even with AI that promises to accelerate test creation, it most often generates anti-patterns that create technical debt and fragile tests, making things even worse.

So how do you go from spending months implementing tests to taking immediate action that gives you a reliable automated test suite? The secret lies in understanding the right patterns and approaches rather than just acquiring another tool. Greg and Radek will demonstrate how to leverage proven patterns for functional, visual, API, accessibility, analytics, and performance testing, giving you a blueprint for success that you can apply immediately to your projects. They’ll explore how to achieve quick wins that build momentum and prove value to stakeholders from the very first week, and will also provide specific techniques for using AI as a powerful assistant while maintaining quality and sustainability.

Throughout the session, the guys will use a completely free, open-source framework, available to anyone without licensing costs or restrictions. It embodies the patterns and approaches they’ll discuss, complete with comprehensive documentation and battle-tested examples you can reference long after the presentation ends. You will see how reusable, customizable patterns solve the core problems that make automation expensive and time-consuming. Whether you’re launching automation for the first time or looking to optimize existing processes, you’ll leave with concrete patterns, actionable strategies, and a working framework you can deploy the same day.