Let’s Start With a Honest Question How many times have you jumped straight into coding, only to realize halfway through that you misunderstood the requirement? Or worse — you built exactly what was asked for, but not what was actually needed? If you’ve been in software development for more than a few months or years, […]
Our Quietest Team Member: How AI Changed the Way I Think About Testing It doesn’t attend stand-ups. It doesn’t ask questions during meetings. It doesn’t even have a Microsoft Teams status. Yet somehow, it has become one of the busiest members of our QA team. It Joined the Team Without Anyone Noticing A few months […]
Introduction Every Friday, before sending the weekly status report, I repeated the same routine: open the backlog, scan 60+ rows, identify what changed, extract blockers, update the RAID log, and reformat everything into a professional delivery report. It took 60–90 minutes every week, and almost none of it required real thinking – it was simply […]
Introduction Generative AI is everywhere, and Adobe is no exception. From content creation to software development, Adobe is integrating AI across its ecosystem to help users work smarter and faster. In this blog series, we’ll simplify Adobe’s Gen AI ecosystem and explore the tools that can make a real difference in your day-to-day work. In […]
Introduction When we see any LLM model names like GPT-4o, Claude 3 Sonnet, or LLaMA-2-7B-chat we wonder why companies give such weird names to their models. But let me tell you, these names have lots of meanings inside it. They provide lots of information about that model. Common Patterns: Suffix […]
Inclusive OTT is better OTT: Friction down, loyalty up-streaming that welcomes all. For many viewers with hearing, vision, motor, or cognitive disabilities, “press play” can become a maze—interfaces and flows assume everyone can see, hear, navigate, and process content the same way. When accessibility isn’t built in, people don’t just struggle—they drop off. That’s why […]
One Database, Infinite Context: Why Your Next RAG App Should Start in SQL: The biggest challenge in Generative AI is “hallucination.” Retrieval-Augmented Generation (RAG) solves this by giving an LLM access to your private data. While most RAG stacks require complex Python “glue code,” Google Cloud’s AlloyDB AI allows you to handle the entire retrieval […]
Where It All Began The inspiration for exploring this topic arose while developing a POC to generate accurate graphical reports and charts from quantitative data. Naturally, the first thought was GPT. It’s everywhere—the “default” AI for almost any task. ChatGPT was given a try. It worked to an extent, displaying text-based charts or even generating […]
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 […]
