#scaffolding
52 related articles
·2 min
T3 Stack Creator Theo's Story: The Lazy Programmer Philosophy Behind a Full-Stack Type-Safe Tool
T3 Stack creator Theo reveals how Create T3 App was born from a lazy programmer's quest for full-stack type safety, solving the frontend-backend type disconnect.
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·3 min
Claude Code Skills Mechanism Explained: On-Demand Loading for Token Savings and Better Performance
Deep dive into Claude Code's Skills mechanism: on-demand loading replaces bulk context dumping, cutting Token costs and boosting output quality with modular expertise.
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·3 min
MiniMax M3 Code Test: How Does It Stack Up Against DeepSeek?
Real-world comparison of MiniMax M3 vs DeepSeek in code generation through HTML game development and admin system scaffolding tests. M3 excels in first-generation quality and prompt comprehension.
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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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·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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·4 min
Turn AI Into Your Personal Tutor with /teach: A Complete Guide to Stateful Skill Design
Deep dive into the /teach AI Skill's design and engineering: stateful vs. stateless Skill selection, ZPD pedagogy, interactive lesson generation, and onboarding potential.
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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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·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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·2 min
Building a CLI Coding Tool for DeepSeek with Claude Fable
A developer used Claude Fable to build a CLI coding tool powered by DeepSeek API — no VPN or subscription needed, just a DeepSeek API Key for command-line AI coding.
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·3 min
Codex Beginner's Guide: A Complete Walkthrough from Installation to Sandbox Environment Setup
Complete guide to getting started with OpenAI Codex, covering ChatGPT account setup, client installation and login, and sandbox environment configuration.
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·2 min
Cursor Practical Project Guide: Best Practices from Simple to Complex
A systematic guide to using Cursor across project types, covering capability boundaries, rules configuration, prompting techniques, and phased development.
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·2 min
Root Causes of Long-Running AI Agent Failures and a Five-Layer Architecture for Control
Analyze the three root causes of long-running AI Agent failures — state loss, planning drift, and verification failure — with a five-layer architecture solution and six actionable engineering rules.
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·1 min
UE5.8 MCP Plugin Tutorial: Generate Materials and VFX with a Single AI Prompt
Complete guide to UE5.8's built-in MCP plugin: enable plugins, configure services, connect Cursor AI Agent, and auto-generate materials, blueprints, and Niagara VFX with natural language.
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·3 min
OpenAI Codex Deep Dive: How AI Coding Agents Are Reshaping the Entire Software Development Lifecycle
Deep dive into OpenAI Codex's core capabilities and real-world applications, covering automated coding, compliance reviews, and security detection — revealing how AI coding agents boost team efficiency by 50%.
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·2 min
Building a Weather Data Visualization & Prediction System with Cursor in 40 Seconds
Learn how Cursor AI built a weather data visualization & prediction system in 44 seconds, covering frontend-backend architecture, prompt engineering, and tips for graduation projects.
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·3 min
London Stock Exchange's AI Transformation: How 33PB of Data Powers Intelligent Financial Analysis
Deep dive into LSEG's AI transformation strategy — from integrating 33PB of data to MCP-powered ChatGPT access — revealing how financial institutions scale AI through evaluation frameworks, governance, and cultural change.
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·3 min
Claude Code Installation & Configuration Guide: Setting Up Your AI Programming Environment from Scratch
Complete guide to installing and configuring Claude Code, covering Node.js setup, Git Bash configuration, npm installation, network proxy settings, and API key authorization for AI-powered coding.
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·1 min
Pi Agent: When Every AI Coding Framework Is Adding More, It Chose to Subtract
Deep dive into Pi Agent's minimalist design: no sub-agents, no MCP, no background tasks—yet its self-extending Harness makes it ideal for building AI coding products.
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·2 min
Anthropic London Developer Conference: Claude Model Upgrades, Enterprise Agent Platform, and Developer Tools Fully Evolved
Anthropic's first London Code with Claude event unveiled Opus 4.7, Mythos, Cloud Managed Agents, Claude Code Routines, and more for AI-assisted development.
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·4 min
The 8 Core Modules of Prompt Engineering: A Complete Guide from Fundamentals to Advanced Techniques
A systematic breakdown of the 8 core modules of prompt engineering, covering fundamentals, CoT, Few-shot, prompt security, and real-world AI applications.
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