IDImmanuel Dsouzainbackendshit.hashnode.dev·May 3 · 4 min readDesign a dynamically configured Rate Limiter . Shall we ?Alright, thanks for joining the day - to design dynamic rate limiter. Let me start by explaining what we need to create such a rate limiter. We need a rate limiter that doesn't just apply one limit to00
IDImmanuel Dsouzainkubernetes-under-the-hood.hashnode.dev·Feb 2 · 3 min readHow 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...00
IDImmanuel Dsouzainagentic-ai-blogss.hashnode.dev·Sep 17, 2025 · 3 min readAI 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...00
IDImmanuel Dsouzaingen-ai-transformers.hashnode.dev·Jul 23, 2025 · 2 min read🧠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: "...00
IDImmanuel Dsouzaingen-ai-transformers.hashnode.dev·Jul 14, 2025 · 2 min read✨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...00
