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What is FaceAuth? FaceAuth is a lightweight face authentication daemon for Linux that automatically unlocks your screen using your face. Features Automatic IR sensor detection
I ran 5 AI coding agents in parallel on a real Rust project for a week. Not a demo. Not a toy. A 51K-line codebase with real users. Here's what happened — with actual numbers. The Setup P
Expert Analysis: The AI-Assisted Learning Gap in Programming Education Main Thesis: Students who learn programming primarily through AI assistance often lack foundational understanding of c
We gave agents tools. We gave them orchestration frameworks. We gave them RAG pipelines and vector databases. But we forgot to give them the ability to learn. The result: every session starts from ze
Hace unos años, usar librerías como Axios parecía la opción obvia. Sintaxis más limpia, parseo automático de JSON, interceptores… simplemente hacía todo más fácil. Pero recientemente, con problemas d
hey guys! 👋 I wanted to share a side project I recently open-sourced: EasyChat. As a developer who relies heavily on AI, I found myself constantly frustrated by a very specific problem: when tackl
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A few years ago, using libraries like Axios felt like the obvious choice. Cleaner syntax, built-in JSON parsing, interceptors… it just made life easier. But recently, after security concerns and ecos
AI reviews have a memory problem. They can catch a bug, flag a weak plan, or point out a vague call to action. But in the next run, the system often starts from zero again. The same issue gets redisc
Google released Gemma 4 on April 2nd — four models, Apache 2.0 licensed, running locally on your phone, your Raspberry Pi, your laptop. The 26B MoE model hits 88.3% on AIME 2026 with only 3.8B active
You open a seemingly simple file in your codebase: // src/api/user-profile.ts (52 lines) import { validateUser } from './validators'; import { formatResponse } from './formatters'; import { logRequ
Recently, I began learning Docker from scratch. I found that most tutorials only explain how to set up everything in a single container since it’s simpler, but they rarely teach you how to set up a st
You have built your game. It runs well, the QA pass is clean, and you are ready to ship. Then you submit to the App Store and get rejected for a missing privacy manifest. Or your PlayStation build fai
Here I am comparing speed of several LLMs running on GPU with 16GB of VRAM, and choosing the best one for self-hosting. I have run these LLMs on llama.cpp with 19K, 32K, and 64K tokens context window
Running one AI coding agent on a task works great. You give it a focused problem, it writes code, you review it. Simple. Now try running three in parallel on the same repo. What Goes Wrong
The Silent Deal-Breaker Nobody Was Talking About. Every Android developer using AI assistance had a hidden problem sitting quietly in their workflow — the cloud dependency. Token quotas. API keys. Cod
Here's a pattern you've probably seen: const results = items.map(async (item) => { return await fetchItem(item); }); Looks fine, right? Your AI assistant wrote it. Tests pass. Code review a
Originally published at heyuan110.com In February 2026, ByteDance released Seedance 2.0. Within weeks, it hit #1 on the Artificial Analysis text-to-video leaderboard — beating Google Veo 3, OpenAI So
Originally published at heyuan110.com On March 19, Cursor shipped Composer 2 with a triumphant blog post. Three days later, a developer found kimi-k2p5-rl-0317-s515-fast in the API config. That singl
Originally published at heyuan110.com Claude Code has three distinct extension mechanisms: MCP (Model Context Protocol), Skills, and Hooks. They look related on the surface, but they operate at funda