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 [...]
Quality Assurance (QA) ensures that software works reliably, maintains performance under changing conditions, and meets user expectations. However, simply testing the software is not enough. To know that the software is effective, we need to measure its effectiveness, and this is done using QA Metrics. QA Metrics are quantifiable measures that track progress, identify bottlenecks, [...]
As a Test Manager, you are at the root of quality assurance and product success. This position is much more than simply managing testing; it's about defining how quality is included in all aspects of development. Test Manager is a thought leader and a manager who empowers a range of initiatives by focusing testing with [...]
During software development, operations, and project management, issue tickets have huge importance. They are the place where you track bugs, features, and tasks. Whether it is a developer patching up a major bug or an account manager escalating an enquiry, the issue ticket is crucial in enabling work to flow smoothly and transparently. But all [...]
The software industry is continuing to march forward into the universe of Artificial Intelligence, hyper-automation, and ever-shortening release cycles. And so have the roles of the 2025 Quality Assurance (QA) testers. QA is not just about discovering bugs. It is about avoiding them and making sure we provide a smooth user experience, validating complex AI [...]
Today, the software development environment is extremely dynamic, and clarity is the power. Without a clear blueprint, teams can easily become misaligned, mired in misinterpretations, feature creep, and overwork. This is exactly why your Software Requirement Specification (SRS) document is so crucial. An SRS document is not just a piece of formality but the technical [...]
Every phase is important in the software development lifecycle (SDLC), but you could argue none as more definitive and impactful than QA sign-off. Also known as the “final seal of approval,” the QA sign-off indicates that a product meets quality standards and is ready for production release. This time, although very significant, is sometimes neglected, [...]
If you've ever wondered how to run APK on iOS devices, this guide will answer all your questions. While APK files are specifically designed for Android devices, some users may want to install Android apps on iPhones or iPads. This article explains the challenges, methods, and steps for using APK on iPhone, along with answers [...]
Table of contents: What are the Traits of a Director of QA? Designations and Career Path Roles of a Director of QA Responsibilities of a Director of QA The role of a Director of Quality Assurance (QA) is multifaceted. It requires an amalgamation of technical, business and social skills. This article tries to shed light [...]
