Large Language Models hallucinate. They get outdated. They confidently fabricate plausible nonsense. Enter Retrieval Augmented Generation—the architectural pattern that transforms unreliable chatbots into grounded, fact-checked AI systems.
Understanding the crucial difference between today’s specialized AI and the theoretical human-level AGI that doesn’t exist yet.
Welcome to Signal Over Noise, where I cut through tech hype with two decades of hands-on experience. This blog is about making sense of technology’s next wave—from AI and innovation to practical development insights and work-life lessons learned along the way. What to Expect I’ll be sharing: Technical deep-dives into emerging technologies Practical insights from 20 years in software development Honest takes on industry trends and hype cycles How-tos and knowledge sharing on development practices Let’s get started.