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·3 min
Hands-On Test: Codex Autonomously Completes the Entire Video Production Pipeline — From Idea to Final Cut, Zero Human Code
Hands-on test of OpenAI Codex autonomously completing the full video production pipeline — from script planning and coding to audio, subtitles, and rendering — with zero human code.
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·3 min
Hand-Written VBA Code vs. AI Voice Programming: How Big Is the Efficiency Gap Really?
A real-world Excel case comparing formulas, hand-written VBA, and AI voice programming for merging names by department — revealing massive efficiency gaps.
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·2 min
How to Fix WeChat Mini Program Errors: A 3-Step AI Auto-Fix Method
Fix WeChat Mini Program errors without coding. Learn a practical 3-step method: save error logs, let AI IDE auto-analyze and fix, then recompile to verify.
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·2 min
AICodeSwitch Routing Management Explained: The Core Mechanism Behind Intelligent Request Distribution
Deep dive into AICodeSwitch routing management: architecture, six request type matching rules, intelligent failover, overage limits, and more for multi-model smart distribution.
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·3 min
Spring AI + Ollama: Run Large Language Models Locally at Zero Cost
Learn how to integrate Spring AI with Ollama to run open-source LLMs like Llama and Gemma locally for free. Covers setup, configuration, and code — switch from OpenAI by just changing dependencies.
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·2 min
AI Coding Gone Wrong: 4 Models Generated Files to the Exact Same Path
Testing Claude Code, Codex, DeepSeek & MiniMax simultaneously, all four AI models wrote files to the same path. A real-world lesson in multi-model isolation.
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·2 min
Deep Dive into Alibaba's AgentScope 2.0: Six Core Upgrades and Agent Design Patterns
Deep dive into Alibaba's AgentScope 2.0 multi-agent framework: event system, execution safety, human-in-the-loop, and ReAct vs Plan-and-Execute agent design patterns.
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·3 min
Zed Editor Hands-On: 6x Faster Startup — A Lightweight Alternative for AI Coding on Older Hardware
Real-world comparison of Zed vs Cursor: startup speed, memory usage, and AI coding experience. Built in Rust, Zed launches in 3 seconds with minimal RAM usage — ideal for developers with limited hardware.
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·4 min
Building a Personal Blog from Scratch with Cursor: A Complete AI-Powered Development Tutorial
Learn how to build a personal blog from scratch using Cursor AI — covering UI prototyping, full-stack code generation, database setup, and bug debugging with almost no hand-written code.
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·4 min
Building a 2D Shooter with Cocos + Trae: A Complete Zero-Code AI Programming Walkthrough
Learn how to build a Vampire Survivors-style 2D shooter using Cocos Creator and Trae CN with zero coding — from setup and design docs to AI code generation and debugging.
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·3 min
Claude Code Takes Over UE5: A Practical Guide to AI-Driven Game Development
A complete guide to Claude Code + UE5 collaboration using Unreal Cloud and VibeUE plugins for AI-assisted game development, with a 15-minute endless runner demo.
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·2 min
GDScript Beginner's Guide: Learning Godot Game Development with AI Assistance
GDScript is Godot's native scripting language with clean syntax and broad platform support. Learn GDScript basics, Cursor AI setup, and effective AI-assisted game development workflows.
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·4 min
A Complete Guide to Multi-Agent Teams in AI Coding: From Solo Work to Team Collaboration
Deep dive into multi-agent solutions from Cursor, Claude Code, and Tencent CodeBuddy — covering parallel exploration, cross-layer collaboration, context isolation, practical tips, and selection guide.
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·4 min
AI Builds Mortal Kombat from Scratch: Claude vs. Codex vs. Gemini — A Three-Way Showdown
Three top AIs build Mortal Kombat from scratch: Claude Opus, GPT Codex, and Gemini tested across code generation, gameplay control, and Godot engine integration.
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·4 min
AI Full-Stack Development Architecture: A Three-Layer Progressive Path from Prototype to Production
A detailed guide to AI full-stack development architecture covering Node.js+TypeScript+Monorepo engineering, Docker CI/CD deployment, and AI engine design with interview tips.
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·2 min
ByteDance Codex Chinese Manual: An In-Depth Guide to AI-Powered Programming
In-depth analysis of the ByteDance Codex Chinese Manual covering multi-language support, prompt standards, context management, and practical templates for AI programming.
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·4 min
Complete Guide to Commercial AI Agent Development: From Requirements Analysis to Production Deployment
Complete guide to commercial AI agent development from scratch, covering requirements analysis, architecture design (ReAct framework, deep search, intent recognition), hands-on Coze platform implementation, workflow creation, and production deployment.
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·3 min
5 Ways to Deploy LLMs Locally: From Getting Started to Production
A complete guide to 5 local LLM deployment methods: LlamaCPP, Ollama, LM Studio, vLLM/SGLang, and MLX-LM — from personal dev to production environments.
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·3 min
Building a Cold Chain Logistics Optimization Research Project with Codex: A Complete Workflow from Scratch to PDF Paper
Learn how to use OpenAI Codex to build a complete cold chain logistics optimization research project from scratch, including simulated annealing implementation, experiments, figures, and LaTeX paper compilation.
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Reviving a 28-Year-Old Quake 2 Custom …
·2 min
Reviving a 28-Year-Old Quake 2 Custom Map with AI: New Possibilities in Digital Archaeology
A developer used AI tools to revive a 28-year-old Quake 2 custom map as a browser game, showcasing AI's new role in digital heritage restoration and game preservation.
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