kubernetes-under-the-hood.hashnode.devHow Kubernetes works under the hoodIn early days, if the company wanted to deploy their grand play software , either they had to buy an in-house server or through the third party did buy/rent server. Later on that physical machine they would install all the services necessary one by o...Feb 2·3 min read
agentic-ai-blogss.hashnode.devAI agents can now pay money for realAs I was scrolling my LinkedIn feed, my attention was hooked to an employee of one my previous company. He posted about “Agent Payment Protocol (AP2) “ which is created by Google (recently). I just did quick skim through the post, and it blew my mind...Sep 17, 2025·3 min read
gen-ai-transformers.hashnode.dev🧠Attention Made simpleLet’s break down a key concept behind models like GPT: Attention — the secret sauce that helps models understand words in context. What is Attention? Think of attention as spotlighting the right words in a sentence.For example, take this sentence: "...Jul 23, 2025·2 min read
gen-ai-transformers.hashnode.dev✨Why GPT needs Positional EncodingWhen we type something to GPT , have u ever wonder “How does the model understand what comes after what or who is going to whom ?” After all language is more than just words, right !Its also about structure, order and context. That’s where the Posi...Jul 14, 2025·2 min read
gen-ai-transformers.hashnode.dev🧠 How GPT Understands Your Prompt — From Text to Tokens to MeaningGPT models operate under the hood using Transformers — a powerful neural architecture designed for understanding sequences like text. Contrary to what we might think, these models don’t work directly with human-readable characters or words. Instead, ...Jul 10, 2025·3 min read
