system-unfolds.hashnode.devThe Thundering Herd Problem: How to Tame the Chaos and Save Your DatabaseJust imagine millions of cars racing towards you! Sounds frightening right? That is how our databases feel sometimes. Due to multiple cache misses, all the traffic races towards the database resulting12h ago·5 min read
subhradeepbasu.hashnode.devScaling RAG Systems: Building Robust Pipelines for Real-Time PerformanceA RAG system that works perfectly in a local environment can often break down when pushed to production. Why? Because it wasn’t designed with real-world scenarios and constraints in mind. Enter Advanced RAG Pipelines! (Yes, I know – another buzzword....Aug 21, 2025·5 min read
subhradeepbasu.hashnode.devRetrieval Augmented Generation (RAG): Making AI Smarter with MemoryIf you’ve ever chatted with an AI and thought, “Hmm, you sound smart, but do you actually remember the facts?” — that’s where Retrieval Augmented Generation (RAG) steps in. It’s like giving AI not just a brain, but also a personal library card. What ...Aug 20, 2025·3 min read
subhradeepbasu.hashnode.devFrom Code to Colleague: The Agentic AI RevolutionArtificial intelligence is rapidly evolving, and a new generation of AI—Agentic AI—is reshaping what technology can accomplish. Instead of merely following instructions, AI agents now execute complex, multi-step tasks, adapting to real-world changes,...Aug 17, 2025·3 min read
subhradeepbasu.hashnode.devRevolutionizing AI with Chain-of-Thought Reasoning: The Future of Smart Decision-MakingTraditional AI models excel at predicting outcomes based on patterns, but they often fall short when it comes to complex, multi-step problems. Enter chain-of-thought reasoning — a game-changer for AI systems that need to explain how they arrive at co...Aug 15, 2025·2 min read
