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What is MLOPs?

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 [...]

December 16th, 2025|Categories: QA Resources, Software Testing|Comments Off on What is MLOPs?

What is Test Debt?

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 [...]

December 15th, 2025|Categories: QA Resources, Software Testing|Comments Off on What is Test Debt?

What Is DevTestOps? Bridging Development, Testing, and Operations for Continuous Delivery

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, [...]

December 12th, 2025|Categories: Software Testing, Testing Types|Comments Off on What Is DevTestOps? Bridging Development, Testing, and Operations for Continuous Delivery

What is Test Scalability?

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 [...]

December 12th, 2025|Categories: Software Testing, Testing Types|Comments Off on What is Test Scalability?

What is Adversarial Testing of AI?

Artificial intelligence (AI) systems are now embedded into nearly every aspect of modern technology, from search engines to self-driving vehicles and from fraud detection to conversational agents. As AI systems grow in influence and their use increases, the consequences of errors, vulnerabilities, and blind spots become more significant. Adversarial testing [...]

December 11th, 2025|Categories: AI-based Testing|Comments Off on What is Adversarial Testing of AI?

What Is AI Evaluation? Measuring the Performance and Reliability of Artificial Intelligence Systems

Artificial Intelligence (AI) is influencing nearly every sector, from healthcare and finance to education and entertainment. But as AI systems grow in complexity and sophistication, there is an underlying question: How do we know whether these systems are doing what they should? The solution is called AI evaluation - often [...]

November 10th, 2025|Categories: AI-based Testing|Comments Off on What Is AI Evaluation? Measuring the Performance and Reliability of Artificial Intelligence Systems
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