Wabi-Sabi and Whitespace: Eastern Philosophy for Web Design What I learned from studying traditional aesthetics that completely changed how I build interfaces Last year, I spent three weeks in Kyoto. Temples everywhere. One rainy afternoon, I ducked into a small museum dedicated to traditional craftwork. I wasn't expecting much. I'm a web developer, not an art historian. But something clicked. T
I’m going on a short vacation this week, so this post is coming out a bit earlier than usual. I actually had a different, more “useful” topic in mind — something educational, something responsible. But then I came across this fascinating article: I don’t like Tailwind. Sorry not sorry written by @freshcaffeine , and I couldn’t get it out of my head. So I decided to write a response instead. I actu
Fixed-length chunking requires no external services, yet semantic chunking absolutely needs an Embedding API — why? The core idea of semantic chunking is to split text at semantic boundaries. Determining whether "two pieces of text belong to the same topic" requires converting text into vectors and computing similarity — that's exactly what the Embedding API does. Dimension Fixed-Length / Recur
RAG stands for Retrieval Augmented Generation. Why do we even need RAG?? To answer this lets take a look at What LLMs and SLMs are. LLM(Large Language Model). Data on several categories(generalized) will be given as input. From that, a model would be created. What is a model ? To understand this, lets take mathematical equation of a straight line y = mx +c Lets take x values to be 1, 2, 3, ... a
Why Do We Need Specialized Vector Databases? In the first five articles, we figured out how to chunk documents and generate embeddings. Now where do these vectors live, and how are they efficiently retrieved? You might wonder: "Can't I just store vectors in Redis or PostgreSQL?" No — traditional databases are designed for exact queries (e.g., WHERE id = 123), while vector retrieval is Approximat
Dark Mode in Firefox Extensions: Respecting System Preferences Firefox users who prefer dark mode shouldn't have to manually toggle it in every extension. Here's how to automatically respect the system preference. /* Default: light mode */ :root { --bg: #ffffff; --text: #1a1a1a; --card-bg: #f5f5f5; --border: #e0e0e0; } /* Auto dark mode from system */ @media (prefers-color-scheme: dark)
Responsive Grid Layouts for Browser Extension New Tab Pages When building the Weather & Clock Dashboard Firefox extension, one of the tricky challenges was making the layout work well across different monitor sizes and resolutions. Browser extension new tab pages have a unique constraint: you cannot control the viewport size. Users might have a 1080p monitor, a 4K display, or a small laptop scre
The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.