A College Project That Planted a Seed Years ago I was on a university team trying to build a Go AI. We explored monte carlo simulation for lookahead search, basic neural networks for pattern recognition, and expert systems for encoding domain knowledge. None of them worked well enough on their own. Go's branching factor is enormous, so brute-force search fails quickly. Neural networks without th
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
If you’ve been building with AI recently, you’ve probably seen these terms everywhere: AI Gateway. And depending on where you read, they either sound like the same thing… or completely different systems. Some vendors use them interchangeably. Others define only one and ignore the rest. And if you try to piece it together yourself, you end up with a vague understanding that doesn’t really help when
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
In an era where data privacy is often the price we pay for convenience, medical information remains the most sensitive frontier. When you upload a patient's transcript or a personal health log to a centralized API, you're essentially trusting a third party with your most intimate data. But what if the "brain" lived entirely within your browser? Today, we are diving deep into the world of Edge AI a
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.