538 related articles
Local Deployment of Qwen 3.6 27B on 4×…
Real-world test of Qwen 3.6 27B FP8 deployed on 4×3080Ti 16GB modded GPUs with OpenCode for system tool development. Covers hardware setup, inference speed, context management, and productivity gains.
AI Coding Appliance vs Cloud LLMs: Can…
A deep cost comparison between AI coding appliances and cloud LLM APIs. A 20-person team spending ¥480K/year on tokens can deploy 4 local OnePanel units at ¥99K each, breaking even in 2.5 months.
Universal AI Prompts for Mathematical …
A detailed guide to the four-stage universal AI prompt system for mathematical modeling, covering problem analysis, innovative model construction, data processing, and model solving for competitions.
Claude Code + Skills: A Practical Guid…
Learn how Claude Code combined with Skills encapsulation enables AI-driven test case generation with 10x efficiency gains, from 33 to 400+ cases through encoded expert knowledge.
Agent Loop Explained: Solving Code Ref…
Deep dive into Agent Loop, the core mechanism of AI coding tools. Learn how the ReAct pattern's reason-act-observe cycle enables autonomous multi-step code refactoring.
The Complete Vibe Coding Workflow: A S…
A complete 7-step Vibe Coding guide from requirements to deployment. Learn how non-developers can independently build and ship products using VS Code and Claude Code, with PRD writing, static Demo validation, and step-by-step development.
Getting Started with Vibe Coding: A Ze…
Vibe Coding lets product managers build product prototypes by describing requirements in natural language—no programming needed. Learn the core concepts, setup steps, and why PMs have a natural edge.
Trae Solo In-Depth Review: Is ByteDanc…
In-depth review of ByteDance's Trae Solo free AI coding tool, evaluating token quotas, 6-project concurrency, cross-platform sync, and model quality for domestic individual developers.
Liberal Arts Grad's Vibe Coding Journe…
A liberal arts creator built a concert seat view website using Gemini AI in one afternoon, earning 15K views. Learn her idea selection, simplification methods, and pitfalls for a replicable Vibe Coding path.
Trae SOLO 2.0 Deep Dive: Generating a …
Hands-on test of Trae SOLO 2.0's zero-code development: generating a ChatGPT-like website from a single sentence. Detailed review of requirements generation, auto-correction, UI quality, and backend limitations.
AI Coding Tools Keep Crashing When Bui…
AI coding tools crashing when building websites? This article analyzes root causes including multi-window concurrency, API rate limiting, and network instability, with practical solutions.
Qwen + VS Code in Practice: The Full P…
A blogger uses VS Code and Alibaba Cloud Qwen 3.6 to completely revamp a six-year-old webmaster networking feature. This article details the tech stack, prompt engineering, and practical insights from AI-powered feature renovation.
AI-Built Websites Look Ugly? This Desi…
styles.referraldesign converts popular website design specs into downloadable Markdown files you can feed to AI coding tools like Cursor to generate professional-looking pages.
AI Website Building Guide: Tools and M…
Learn how AI website building tools help SMBs create business websites with zero code. Compare Tongyi Lingma, OpenCloud, and more — with real costs and practical tips.
Kimi K2.6 Hands-On Review: A Zero-Barr…
Hands-on review of Kimi K2.6's Web Coding capabilities covering animation pages, corporate sites, and more. Built-in database and one-click deployment let anyone generate and launch dynamic websites via prompts.
The AI Website Building Formula: Creat…
Can't code but want a professional website with video? This article breaks down an AI website building formula: borrow aesthetics from great sites, replicate with AI tools like Kimi, and add personalized video content—all in minutes.
Zero-Code Website Building: Crafting a…
A practical Vibe Coding workflow using Claude Code with professional UI design Skills to build a polished personal website in 10 minutes — zero coding required.
Codex++: Connect Codex to DeepSeek, GL…
Codex++ is a free open-source tool that connects Codex to DeepSeek, GLM, and other Chinese LLMs while unlocking plugin features in API mode. Full setup guide included.
Windows Codex Experience: Not an IDE, …
Deep dive into OpenAI's Codex desktop app and its unique role as an AI project manager. From parallel multi-project management to minimalist design, see how it fills a gap in the Vibe Coding ecosystem.
Codex CLI vs Cursor Hands-On Compariso…
In-depth comparison of OpenAI Codex CLI vs free Cursor across speed, interaction, and cost. Reveals Codex's design logic and maturity gaps to help developers choose wisely.