Project Management

Learning Forward, Learning Backward: Reflections from Agile Conference 2025

Introduction: We often assume learning means adding more information to what we already know. However, learning is not only about accumulating new knowledge but also about dissecting and decluttering what we already know to make room for new ideas and methods. Before we can fully grasp new methods, we may have to let go of […]

DevOps

Leadership in the Age of AI + AWS

Artificial Intelligence has managed to move from research labs to boardroom conversations. Today, every technology leader is under pressure to “do AI.” Customers want personalized experiences, competitors are embedding AI into their offerings, and investors expect a clear AI strategy in every roadmap. But here’s the hard truth: the majority of AI projects fail to […]

Vijit Vidya
Vijit Vidya
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Quality Engineering

Testing machine learning models: A QA guide to responsible and reliable AI

Introduction: AI and machine learning are becoming a part of our everyday lives, shaping everything from the way we get medical advice to how financial decisions are made. But unlike traditional software, these systems don’t just follow fixed rules, they learn, evolve, and change over time. And that makes testing them a whole new kind […]