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In Part 1 I fully fine-tuned a 270M model — updating every weight. That's fine for a tiny model. It gets painful as models grow, because full fine-tun
TL;DR — I spent 6 months building Tamga, an open-source reverse proxy that sits between your application and LLM providers (OpenAI, Anthropic, Azur
OrderHub Day 1 stored orders in a HashMap — restart the server and they're gone. Day 2 fixes that: real persistence with JPA + PostgreSQL, and thanks
Lots of lines can separate two classes of points. SVM asks a sharper question: which line leaves the widest gap? That "widest street" idea makes it on
I have been working on dep, a tiny dependency installer for Node.js. It is not meant to replace npm, pnpm, or Yarn. Those tools are mature, powerfu
Ever wanted the dominant colours of an image — for a theme, a tag, a swatch? You don't need a library or a server. The browser can read every pixel an
The macOS Dock's magnify-on-hover is one of the most copied UI effects ever — and it's just one idea: scale each icon by how close the cursor is to it
The Chrome dinosaur game looks trivial, but it teaches every core idea of a real game: a loop, gravity, spawning, collisions, and difficulty that ramp
The fastest way to capture a full-page screenshot in Chrome needs no extension at all: open DevTools, run one command, and Chrome stitches the entire
Parallel agent demos look great right up until two tasks both try to use the same mouse. One task is logging into a site. Another one opens a browser
TypeScript rejects an import you're sure is correct: Module '"./user-service"' has no exported member 'getUser'. (2305) TS2305 means exactly
TypeScript Migration Guide: Convert JS Projects 2026 Migrating from JavaScript to TypeScript can feel overwhelming, but it doesn't have to
Every developer has been there. You know the command exists. You used it last week. But right now, at this exact moment, you cannot remember it. You o
Microsoft just shipped the Release Candidate for TypeScript 7, with the stable release expected next month. And the big deal, for once, isn't a new sy
Most research code is abandoned after publication. We built the opposite: a system where every architectural claim is backed by an executable test, e
A simple and lightweight PHP contact form system without database. Perfect for developers who want a quick plug-and-play contact form for their websit
Every "AI revolution" article assumes you write in English. There are 500 million Urdu speakers. Until last year, none of them could open Sudowrit
I Built a Simple PHP Login & CRUD System with Bootstrap 5 (Beginner Friendly Project) Hi everyone 👋 I recently built a simple PHP Login &
Originally published on andrew.ooo — visit the original for any updates, code snippets that aged out, or follow-up posts. TL;DR Flue is
Broken links are one of those problems that feel minor until you look at them systematically. A 404 on an internal page signals to Google that your si