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Why Direct LLM API Calls Are Dangerous Large Language Models LLMs are now trivial to integrate, and many projects start with a simple direct‑to‑provider flow:...
Introduction Construction and cabinet manufacturing still rely heavily on PDF drawings created by designers. The process is slow and repetitive. This project a...
Introduction AI agents are only as useful as the data they can access. Most agents are stuck in a text‑only world — they can reason, but they can’t see what’s...
!Cover image for Your Local Shop Is Losing Customers to Google. Here's Why.https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,form...
!Cover image for Powering Autonomous Robots: What Developers Should Know About Lithium Batterieshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=co...
Turning Claude Code into a Full‑Blown AI Operating System aiOS I used to treat Claude Code like a fancy terminal buddy. After a month of work it became a compl...
Read more about AI科技热点日报 2月19日：知乎热榜、GitHub Trending、行业头条...
Why the future of programming looks nothing like a text file. It’s 2026, and we’re still typing if x > 0 { return true; } into monospaced text editors like it’s...
Moving Part of My Traffic Off the Cloud WAF Edge For years I did what most developers do: put everything behind a cloud WAF. It made sense: - change DNS - enab...
I run Mandarin Zonehttps://mandarinzone.com/, a Chinese language school in Beijing since 2008. Over the years, I built 12 complete HSK 4 mock exams using the AY...
A Real‑World Orchestrator Evaluation “A few quarters ago I inherited a lovable mess: ad‑hoc cron jobs, a couple of shell scripts duct‑taped to a BI refresh, an...
Docker Niyə Laravel Layihələrində İstifadə Olunmalıdır? Hər bir back‑end developer karyerasının müəyyən bir dövründə XAMPP, WAMP və ya manual quraşdırılmış Lin...
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One in five AI‑generated code samples recommends a package that does not exist. Attackers are registering those phantom names on npm and PyPI with malware insid...
Problem Running Playwright tests locally makes debugging failures straightforward: you run the test, open the trace viewer, inspect the DOM, and quickly identi...
O modo SOLO do TRAE traz nativamente três modelos de ponta: Gemini-3-Pro-Preview, GPT-5-medium e Kimi-K2-0905. A lógica de escolha não é sobre “qual é o melhor”...
We’ve been shipping multi‑agent orchestration since January. Here’s why orchestration is the easy part—and why trust is the real boss battle. Anthropic just ann...
Design workflows are changing quickly. Tools that once worked separately are now beginning to connect, and one of the most interesting combinations for designer...
Introduction If you run long‑lived services on Linux, hardening often gets postponed because it feels risky: “What if I break production?” A practical way to a...
Why I moved beyond a prototype A prototype can answer questions from documents. A production system must also be: - reliable under repeated usage - traceable s...
The Application Era: Humans Drive Every Step Traditional applications are reactive. They wait for the user to: - click a button - fill a form - trigger a workf...
'Disclaimer: These are my personal views and do not represent any organization or professional advice. Tue, 03 Mar 2026 08:52:08 +0200
