Recently we set out to explore how we could fine-tune a code LLM on our Test Automation Framework. During our research, we came across Hugging Face’s excellent guide on Fine-tuning a Code LLM on Custom Code, which provided a clear path, but required access to an A100 GPU. While that hardware requirement is reasonable for serious fine-tuning, we wanted to […]
Building a Qxf2 test automation wiki model using unsloth
Writing XPaths to validate UI with Appium OCR Plugin
In our previous post, we suggested that Accessibility ID as a reliable locator strategy for identifying mobile elements across different platforms. While working on the task, we explored another plugin – Appium OCR Plugin that helped us write robust XPaths to validate UI that worked on both iOS and Android. But the problem we had was, although we were able […]
Accessibility ID as a locator strategy on Appium for iOS and Android apps
We‘re working on a Flutter app that connects to the Cars API API microservice to retrieve and display a list of cars. As testers working on this app, our primary motivation was to explore Flutter and gain a deeper understanding of how it supports cross-platform development. At the same time, we aimed to ensure that the testing process was smooth, […]