#Material 3
1736 related articles
·4 min
ChatGPT vs Gemini vs Claude: Testing Three AI Models Recreating Classic Roblox Games from Scratch
We tested ChatGPT, Gemini, and Claude recreating Murder Mystery 2, Natural Disaster Survival, and MeepCity — comparing visual fidelity, feature completeness, and debugging difficulty in AI game dev.
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·4 min
Claude Code Workflow in Practice: From Requirement Grilling to AFK Agent Auto-Coding
A detailed walkthrough of building real features with Claude Code: Grill Me requirement interrogation, auto-generated PRDs, AFK agent coding, and QA iteration loops with DDD and TDD strategies.
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·2 min
A Complete Guide to LLM Infrastructure: Core Challenges from GPU Clusters to Inference Optimization
A deep dive into core challenges and key technologies for LLM infrastructure, covering GPU cluster management, inference optimization, distributed training, cost control, and observability.
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·3 min
AI Agent Core Architecture Breakdown: From Concept to Enterprise-Grade Intelligent Agent Development
Deep dive into AI Agent architecture: perception, brain, and action modules. Covers RAG memory systems, tool calling mechanisms, Chain of Thought reasoning, and enterprise agent development roadmap.
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·4 min
Neural Networks from Scratch: A Deep Dive into the Fundamentals from Linear Regression to Gradient Descent
From linear regression and logistic regression to gradient descent, this guide derives the core mechanisms of neural networks step by step, covering Sigmoid, cross-entropy, activation functions, and backpropagation.
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·3 min
Python Complete Tutorial for Beginners (568 Episodes): In-Depth Course Structure Analysis and Study Tips
In-depth analysis of a 568-episode Python beginner tutorial on Bilibili, covering course structure, strengths, weaknesses, and effective study tips for beginners.
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·3 min
Hands-On with Tencent Cloud ADP 4.0: How an Enterprise-Grade Agent Development Platform Tackles the Agent Commercialization Challenge
Hands-on review of Tencent Cloud ADP 4.0: testing its full-lifecycle Agent management — from rapid creation and enterprise integration to automated evaluation and Skill governance for real-world deployment.
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·4 min
The Complete Guide to Codex Super Agent: From Installation to Multi-Task Parallel Execution
A complete guide to OpenAI's Codex desktop app: installation, Plugins, Skills, Agent.md setup, and multi-task parallel execution for the ultimate AI Agent.
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·3 min
OpenAI Codex Beginner's Guide: From Environment Setup to Enterprise-Level Practice
A systematic guide to OpenAI Codex and AI LLM learning, covering Transformer basics, dev environment setup, prompt engineering, RAG deployment, LoRA fine-tuning, and AI Agent enterprise projects.
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·2 min
Gemini Notebooks Arrives in Europe: Feature Breakdown and Usage Guide
Google Gemini Notebooks is now available to users in the EEA, UK, and Switzerland. Learn about its core features, how it differs from regular chats, and how to get started.
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·3 min
Building AI Chatbots for Foreign Clients: A Side Hustle Breakdown at $150–$800 Per Project
A detailed breakdown of building AI chatbots for overseas clients as a side hustle: $150–$800 per project, no coding or English fluency required. Covers pricing, no-code tools, and a 5-step path to your first client.
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·2 min
Claude Code Anti-Ban Guide: Practical Tips from Two Months of Stable Usage
Practical Claude Code anti-ban tips from $400+ of real testing: lock your network region, control concurrency, match system time, and clean local fingerprints for stable long-term use.
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·3 min
Custom GPT Monetization Guide: How Ordinary People Can Land Overseas Clients and Earn in USD
A complete guide for ordinary people to earn USD by building custom GPTs for overseas clients — zero code, low cost, with pricing strategies and a 30-day plan.
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·3 min
Building AI Agents from Scratch: A Complete Beginner's Guide
Build AI Agents with zero coding experience! Learn prompt engineering, RAG knowledge bases, and workflow orchestration using no-code platforms like Coze and Dify, plus real monetization paths.
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·3 min
AI Large Language Model Learning Roadmap for Beginners: A Complete Plan from Basics to Hands-On Practice
A systematic AI LLM learning roadmap for beginners covering prompt engineering, RAG, LangChain, Agents, and more — with timelines and project suggestions.
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·3 min
What Is an Agent Skill? Core Structure and Hands-On Beginner's Guide
A detailed guide to AI Agent Skills: core concepts, four key components (skill.md, references, scripts, assets), Skill vs. prompt comparison, and a practical path to building Agent capability packages from scratch.
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·2 min
Claude Fable 5 Coding Stress Test: Three Hardcore Tasks, All Passed — Plus a Hybrid Cost-Saving Strategy
Hands-on test of Claude Fable 5 on 3D world generation, real repo bug fixing, and physics coupling simulation — all passed first try. Plus a hybrid cost-saving strategy with DeepSeek.
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·3 min
AI-Assisted Full-Scale Refactoring in Practice: A Methodology for Clearing All Technical Debt in 1 Day
A complete case study of AI-assisted full-scale project refactoring: from technical debt analysis and AI collaboration strategies to parallel building and final results — how to rebuild a project from scratch in just 1 day.
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·3 min
Minimax M3 vs DeepSeek V4 Hands-On Test: Who Builds a Better Dino Run Game?
Hands-on comparison of Minimax M3 and DeepSeek V4 Pro building a Dino Run game from the same prompt, revealing how native multimodal AI changes game dev.
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·4 min
The Complete Guide to Claude Desktop: 15 Core Features & 9 Money-Saving Tips
Deep dive into Claude Desktop's Chat, Cowork & Code modes, Skill system setup, 8 automation workflow examples, and 9 practical tips to dramatically save Tokens.
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