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Real-world test of six Chinese AI coding models — Qwen 3.7 Max, DeepSeek V4 Pro, MiniMax M3 and more — generating a complete e-commerce system, scored on UI, checkout flow, and backend management.

A deep dive into Claude Code's positioning and use cases, covering the five evolutionary stages of AI programming tools from traditional coding to autonomous agents.
AI Coding Gone Wrong: A No-Code Writin…
A real-world account of building an AI writing assistant with zero code — featuring three crashes, a four-step delivery process, and hard-won lessons for Vibe Coding.
The Complete Vibe Coding Workflow: Shi…
A complete guide to the Vibe Coding workflow: ship products without writing code using Gemini for docs, Figma Make for design, and Cursor for AI coding.
Vibe Coding for Absolute Beginners: Le…
A beginner's guide to Vibe Coding: learn the core philosophy, set up Miniconda virtual environments, and use natural language to let AI write code for you — no programming experience required.
A Beginner's Guide to Vibe Coding: Tur…
Vibe Coding lets non-technical people build products using natural language and AI. Learn the core concepts, virtual environment setup, and practical tips to start AI programming from scratch.
The Complete Vibe Coding Workflow: A G…
A detailed guide to the complete Vibe Coding workflow — from idea structuring and AI-driven UI design to automatic code generation — helping non-coders launch apps fast.
The Biggest Misconception About Vibe C…
Vibe Coding isn't programming — it's modern alchemy for creating digital products with natural language. Learn why non-technical people get started in 48 hours.
TutorialsDeep dive into Matt Pocock's AI-assisted coding workflow: Grill Me consensus building, PRD generation, Tracer Bullet vertical slicing, AFK execution, and Deep Modules architecture design.
TutorialsA detailed guide to the Vibe Coding 6-Step Method: from requirements alignment and high-fidelity prototyping to technical planning, modular implementation, testing, and launch — helping non-coders build real products with AI.
Product ReviewsHands-on review of Tencent's CodeBuddy standalone IDE: building the Xiaohe Architecture AI Platform with Chat/Craft/Plan modes, CloudBase integration, and free Claude 4 and GPT-5 access.
TutorialsHands-on comparison of Skills, Coze, and Dify for AI-powered software testing — covering auto-generated test cases from PRDs, performance reports, and Q&A bots to help testers choose the right tool.
TutorialsHands-on comparison of Skills, Coze, and Dify for AI-powered software testing: auto-generating test cases from PRDs, performance reports, and requirements Q&A bots.
Product ReviewsDeep dive into Zor, the full-stack AI engineer platform that builds complete apps via natural language. Covers auth, databases, Stripe payments, AI image generation, and comparisons with Cursor and Lovable.
TutorialsReal-world experience building a WeChat Mini Program with Cursor, covering product design, technical pitfalls, and creative LLM API usage — a practical guide for AI programming beginners.
Product ReviewsHands-on review of Replit Agent 4: multi-Agent parallel execution, Canvas design, task-level review and merge, and one-click deploy. Full walkthrough building a restaurant landing page for $8.55.
Product ReviewsDeep dive into BeMAD, a GitHub open-source framework with 50+ guided workflows and 21 AI Agents that compressed WeChat Mini Program development from idea to launch into just 6 hours.
Deep DivesCan non-technical people use AI Agents to build virtual dev teams? From CEO Agent to Developer Agent, we analyze the theory vs. reality and offer a practical implementation guide.
TutorialsComplete guide to Google Gemini CLI setup, MCP Server extensions, and memory files. Covers 1M token context analysis, Context7 docs, Taskmaster task breakdown, and more.
Vibe Engineering in Practice: AI Evolv…
A deep dive into Vibe Engineering principles: context engineering, sub-agent collaboration, autonomous testing loops, plus OpenAI's case study of a 12-hour Kotlin-to-Rust rewrite.