StackFeed — платформа свежих IT-новостей и туториалов
Мы собираем лучшие материалы о фронтенд-разработке, серверных технологиях и нейросетях. Здесь выходят свежие новости, практические туториалы, разборы и гайды о том, как работать с современными инструментами и технологиями будущего. Всё в одном месте, чтобы ты всегда оставался в курсе событий и развивался как разработчик
Laravel Cloud vs Forge vs Hetzner: What I'd Actually Pick at Each Stage
What Laravel Cloud, Forge, and a self-managed Hetzner VPS actually cost at 1k, 10k, and 100k users. Real numbers and a clear recommendation for each stage.
CLAUDE.md is a budget
Every CLAUDE.md I read grows. Nobody shrinks one. That's the symptom. The disease is treating it like...
SSH Mastery: The Complete Guide to Secure Remote Access (From Zero to Pro)
SSH isn't just a command — it's the Swiss Army knife of sysadmins, devs, and security pros. In 2026,...
Scarab Diagnostic Suite Field Test #004: Build Artifact Truth Boundary in Vite
This is the fourth field test in my Scarab Diagnostic Suite series. The first field test was a...
Scarab Diagnostic Suite Field Test #002: Retrieval Truth Boundary in Open WebUI
This is the second field test in my Scarab Diagnostic Suite series. The first test was guided. A...
![Your AI Agent Doesn't Have a Model Problem — It Has an Ops Problem [The 20% Reliability Trap]](/_next/image?url=https%3A%2F%2Fmedia2.dev.to%2Fdynamic%2Fimage%2Fwidth%3D1000%2Cheight%3D420%2Cfit%3Dcover%2Cgravity%3Dauto%2Cformat%3Dauto%2Fhttps%253A%252F%252Fdev-to-uploads.s3.amazonaws.com%252Fuploads%252Farticles%252Fm8rcbxsjh3bruzquup5j.png&w=3840&q=75)
Your AI Agent Doesn't Have a Model Problem — It Has an Ops Problem [The 20% Reliability Trap]
You don't actually care which model your agent runs on. You care that the thing you set up last month...