Avoid these mistakes to build automation that survives UI changes, validates outcomes properly, and provides useful feedback.

Traditional test automation is often fragile, requiring continuous updates when UI changes cause script failures. This creates bottlenecks that slow down testing cycles and increase costs. Panaya's ...

AI-powered tooling has been around for quite some time. You may even be using AI-based services without even realizing it. However, they had been mostly a part of a backend and were effective only for ...

Testing is one of the make-or-break stages of software development life cycle, as efficient testing determines the quality of the software. With the rising demand for ‘faster delivery of quality ...

When the first computer bug was discovered in 1947, it was quite literally a moth that had become trapped inside a system at Harvard University that was disrupting the electronics. At that time, the ...

The software testing landscape is undergoing a seismic shift. For years, continuous automation testing (CAT) platforms have been the gold standard for reducing manual testing and ensuring ...

Healthcare and finance apps operate in two of the most demanding digital environments today. Both industries deal with ...

Testing is an essential part of any software development project. The quality of the application and accordingly its success with the end-user depends on it. Testing is divided into two key types: ...

In 2025, enterprises are dealing with increasingly complex digital ecosystems, spanning cloud-native applications, AI models, IoT devices, and microservices that must work together seamlessly. As ...