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Tutorials
The Complete Vibe Coding Workflow: A S…
·3 min
The Complete Vibe Coding Workflow: A Step-by-Step Guide for Non-Developers to Build and Ship Products Independently
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.
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Tech Frontiers·2 min
Gemini Omni Video Generation: One-Click Synthesis from Mixed Text, Image, and Video Inputs
Detailed guide to Google Gemini Omni's multimodal video generation: mix text, images, and video inputs to synthesize coherent 10-second videos with one click.
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Tech Frontiers·2 min
Gemini Spark and Daily Brief: A Deep Dive into Google's Two AI Agent Tools
Deep analysis of Google Gemini team's two AI agent tools — Gemini Spark and Daily Brief — covering product positioning, core features, AI Agent trends, and Google's strategic agent ecosystem.
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Product Reviews
The Truth Behind Windsurf's "Unlimited…
·2 min
The Truth Behind Windsurf's "Unlimited Credits" Hack: Shared Account Pool Rotation Mechanism and Risk Analysis
Deep analysis of how Windsurf's "unlimited credits" actually works—third-party plugins rotate shared account pools, not an official bug. Covers mechanisms, security risks, and safer alternatives.
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Product Reviews
Trae Solo In-Depth Review: Is ByteDanc…
·3 min
Trae Solo In-Depth Review: Is ByteDance's Free AI Coding Tool Actually Usable?
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.
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Tutorials
Claude Design + GPT Image 2: A Complet…
·3 min
Claude Design + GPT Image 2: A Complete Zero-to-Website AI Workflow Breakdown
A full breakdown of the AI website-building workflow using Claude Design wireframes, GPT Image 2 asset generation, and Claude Code integration—no coding required.
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Product Reviews
AI Coding Tools Keep Crashing When Bui…
·2 min
AI Coding Tools Keep Crashing When Building Websites? Root Cause Analysis & Practical Solutions
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.
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Tutorials
AI-Built Websites Look Ugly? This Desi…
·2 min
AI-Built Websites Look Ugly? This Design Reference Tool Fixes That
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.
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Product Reviews
Kimi K2.6 Hands-On Review: A Zero-Barr…
·3 min
Kimi K2.6 Hands-On Review: A Zero-Barrier Experience for Building Dynamic Websites
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.
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Product Reviews
GPT-5 Codex Deep Dive: 93% Token Savin…
·2 min
GPT-5 Codex Deep Dive: 93% Token Savings But Tool Ecosystem Still Needs Work
Deep testing GPT-5 Codex: 93.7% Token savings on simple tasks with deeper reasoning on complex ones. But UI quality drops, search is poor, and tool ecosystem fragmentation remains a major issue.
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Tutorials
The AI Website Building Formula: Creat…
·2 min
The AI Website Building Formula: Create Professional Video Websites from Scratch with Zero Coding Skills
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.
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Tutorials
Codex++: Connect Codex to DeepSeek, GL…
·2 min
Codex++: Connect Codex to DeepSeek, GLM, and Other Chinese LLMs
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.
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Product Reviews
Windows Codex Experience: Not an IDE, …
·2 min
Windows Codex Experience: Not an IDE, But an AI Project Manager
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.
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Product Reviews
Codex CLI vs Cursor Hands-On Compariso…
·2 min
Codex CLI vs Cursor Hands-On Comparison: How to Choose Between Saving Money and Free
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.
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Tutorials
Complete Guide to Local LLM Deployment…
·2 min
Complete Guide to Local LLM Deployment with Ollama: AI That Works Offline
Complete guide to deploying open-source LLMs locally with Ollama. Covers installation, model selection, VRAM requirements, and performance comparison of Llama 3 and Qwen models. Free, offline-capable AI.
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Tutorials
Multi-Agent Automated Coding Framework…
·3 min
Multi-Agent Automated Coding Framework: A Deep Dive into Zero-Intervention Project Delivery
Deep dive into a multi-Agent automated coding framework using file state machines, scheduler orchestration, and multi-agent collaboration to achieve fully automated development from requirements to delivery in 3.5 hours with zero intervention.
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Tutorials
Vibe Coding in Practice: Building a Mi…
·2 min
Vibe Coding in Practice: Building a Mini-OpenClaw Agent from Scratch Without Writing Code
Learn how to build a Mini-OpenClaw Agent framework using Vibe Coding with zero code, covering OpenClaw's architecture, LangChain integration, and AI-assisted development workflows.
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Tutorials
Still Copy-Pasting with AI Coding? A G…
·3 min
Still Copy-Pasting with AI Coding? A Guide from Craft Workshop to Automated Engineering
Most developers still copy-paste with AI coding tools. This guide covers the evolution from Copilot to Claude Code, detailing CLAUDE.md, Skills, and MCP to achieve Non-Interactive automated workflows.
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Tutorials
Cloudflare AI Search in Practice: Buil…
·3 min
Cloudflare AI Search in Practice: Building an Intelligent Knowledge Base Q&A System from Scratch
Complete guide to deploying Cloudflare AI Search managed RAG service, covering R2 data sources, AI Gateway, text chunking, Reranker, and semantic caching for production-grade intelligent search.
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Tutorials
Build AI Apps Without Code: A Practica…
·3 min
Build AI Apps Without Code: A Practical Guide to Rapid Development with No-Code Platforms
Learn how to build AI apps with no-code platforms: visual UI building, LLM integration, data management, and payment monetization—no programming required.
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