When finding your way through software testing, chances are you've run into a conversation about the testing pyramid. That concept tends to sit high on a pedestal among testers and developers alike. Yet after a while, a different phrase begins showing up more often, the inverted test pyramid. This throws off what once seemed like [...]
If you've been in the QA field for a while, you've already seen multiple trends come and go. But through all of them, one message seems to get clearer and clearer – software testing is no longer just an afterthought. Shift everywhere testing is one such concept that helps assimilate software testing into various aspects [...]
You might be familiar with shift-left testing, an approach that emphasizes testing earlier in the development lifecycle to identify issues as soon as possible. It is a strategy that almost every organization is trying to adopt these days. For good reason, too, as this approach significantly reduces costs and improves quality. However, modern software systems [...]
Testing telecom network apps is not as simple as checking regular websites or phone apps. These systems handle tons of live data at once, link up with multiple tools, and follow strict rules. In addition, they handle key tasks such as connecting calls, tracking bills, calculating charges, setting up services, and handling users. Given how [...]
Machine Learning Operations(MLOps) is one of the most important disciplines to have emerged in modern AI-driven organizations. As organizations increasingly rely on machine learning (ML) and deep learning to automate decisions, personalize user experiences, detect anomalies, and optimize internal processes, they face a new set of operational challenges: How to build scalable ML systems? How [...]
In modern software development, there is always a race to deliver features faster, reduce time-to-market, and remain competitive in an ever-evolving digital environment. However, with speed comes compromise, especially in testing. To offer faster, teams may skip tests, write minimal tests, delay automation, or choose quick fixes—these shortcuts, when accumulated over time, result in what [...]
This is the era of rapid software delivery, and organizations are always under pressure to deliver faster, while maintaining or even improving quality. In this context, DevTestOps is increasingly gaining relevance as a means to combine development (Dev), testing (Test), and operations (Ops) into a single pipeline. At its core, DevTestOps aims to integrate quality [...]
Scalability is one of the most vital features of any software system, in today's world of constantly increasing user bases, data volumes, and cloud-driven architectures. It examines whether your program can adapt to a sudden increase or decrease in workload without impacting responsiveness or crashing. Test scalability, also known as scalability testing, is useful in [...]
Software testing is now a crucial factor in determining quality, security, and customer satisfaction rather than being an afterthought. Teams must carefully select the best testing methodology to prevent defects from entering production as a result of shorter delivery cycles and increasingly complex applications. The problem is that different projects require different testing approaches. A [...]
Two important components of success in modern software development are teamwork and quality. Over time, a number of methods have been built to achieve these goals; three in particular stand out: Test Driven Development (TDD), Behavior Driven Development (BDD), and Specification Driven Development (SDD). They strive to improve software reliability, boost communication, and closely align [...]
