The Shift to Local-First AI: Optimizing Small Language Models for Browser-Based Edge Computing

Introduction Artificial intelligence has traditionally been a cloud‑centric discipline: massive datasets, heavyweight GPUs, and sprawling server farms have powered the most capable large language models (LLMs). Yet a growing counter‑trend—local‑first AI—is reshaping how developers think about inference, privacy, latency, and cost. Instead of sending every token to a remote API, the model lives on the device that generates the request. When the device is a web browser, the paradigm becomes browser‑based edge computing. ...

March 6, 2026 · 11 min · 2319 words · martinuke0

The Complete Guide to Building Chrome Extensions: From Beginner to Hero

Chrome extensions allow you to deeply customize and enhance your browsing experience. Whether you want to modify webpages, create productivity tools, automate tasks, or publish to the Chrome Web Store, extensions provide a powerful yet beginner-friendly platform. This guide takes you from the fundamentals to a fully functioning extension, using Manifest V3, the current standard for Chrome and Chromium-based browsers. Understanding the Chrome Extension Architecture Every Chrome extension is built from the following core components: ...

November 28, 2025 · 3 min · 488 words · martinuke0
Feedback