techiesourav.hashnode.devAI Isn't Magic - It's a System, and Systems Need Observability.You can't improve what you can't measure. And in AI, measuring isn鈥檛 just about accuracy - it's about understanding behavior, cost, fairness, and performance in real time. Thankfully, we鈥檙e not starting from scratch. The MLOps and LLMOps communities ...Sep 18, 2025路2 min read
techiesourav.hashnode.devVector Search: The Neural Pathway That's Rewiring How AI Thinks About KnowledgeMost people think GenAI is just about the models getting smarter. But here's the hidden truth: the real breakthrough isn't in making LLMs more intelligent - it's in making them more knowledgeable about your specific context. And that's where vector s...Jul 16, 2025路4 min read
techiesourav.hashnode.devStop Confusing Data Mesh and Data FabricWalk into any enterprise architecture meeting and mention "data mesh" or "data fabric," and watch the room divide into camps. Some treat them as interchangeable buzzwords, others as competing philosophies. But here's the reality: they're solving the ...Jul 10, 2025路3 min read
techiesourav.hashnode.devThe Leadership Paradox: Why Your Best Intentions Might Be Crushing Your Team's SpiritPicture this: You're in a team meeting, someone shares an idea that misses the mark, and your leadership instincts kick in. You want to course-correct immediately, right there in the moment. After all, isn't real-time feedback what high-performing te...Jul 10, 2025路3 min read
techiesourav.hashnode.devThe Product-Minded Engineer: Why Technical Skills Alone No Longer Guarantee Career Success鉁达笍 Understanding the Fundamental Shift in Engineering Expectations The most successful engineers today share a common trait that has nothing to do with their ability to write elegant code or architect complex systems. Product-minded engineers are dev...Jul 6, 2025路5 min read