#GitHub Student Developer Pack
96 related articles
·6 min
Agent Skills Deep Dive: Concepts, Structure, and Real-World Examples
A comprehensive guide to Agent Skills: what Skills are, how they differ from Prompts, and how to design SKILL.md files. Learn modular AI Agent development through a real restaurant branding example.
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·5 min
Reproducing GitHub Projects from Scratch: A Practical Step-by-Step Guide
A complete guide to reproducing GitHub projects from scratch: due diligence, virtual environments, dependency installation, script interpretation, and breakpoint debugging — helping grad students and junior developers run others' code efficiently.
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·7 min
App Builder: Generate Runnable Applications from a Single Sentence — A New Paradigm in AI Programming Tools
App Builder generates single-file runnable apps from natural language, with real-time sandbox preview and conversational revision. Deep analysis of its workflow, architecture, limitations, and costs.
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·3 min
Cursor in Action: A Complete Guide to Building Python Projects with AI from Scratch
Learn how to build a Python student management system from scratch using Cursor AI — covering Agent/Ask/Manual modes, Claude model selection, auto error fixing, and environment setup.
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·3 min
Deep Dive into the 198-Page Codex Chinese Manual: A Complete Guide from Beginner to Advanced
Deep breakdown of ByteDance's internal 198-page Codex Chinese manual covering installation, Commands, MCP workflows, Skills templates, multi-Agent collaboration, and background task scheduling.
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·3 min
In-Depth Guide to the Codex Chinese Manual: A Complete Walkthrough from Beginner to Advanced
In-depth breakdown of ByteDance's 198-page Codex Chinese manual covering installation, Commands, MCP workflows, Skills templates, and multi-Agent collaboration.
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·4 min
Codewell Hands-On Review: Is This Terminal AI Coding Assistant with Nearly 40K GitHub Stars Actually Worth It?
Hands-on review of Codewell (formerly DeepSeek2E), the open-source terminal AI coding assistant with nearly 40K GitHub stars. Supports 25 LLM providers, local models at zero cost, and MIT license.
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·4 min
AI Wiped a Database in 9 Seconds and Destroyed an Entire Company — So Why Haven't Programmers Been Replaced?
Two real AI database-deletion disasters analyzed: Claude Code wiped 1.94M rows from an education community; Cursor crippled a US car rental system in 9 seconds. Why programmers won't be replaced.
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·3 min
Use Claude Code for Just ¥7.9: A Complete Guide to Affordable Alternatives with Chinese AI Models
Learn how to set up Claude Code with affordable Chinese AI model alternatives. Use providers like SiliconFlow and DeepSeek starting from just ¥7.9, with full environment variable configuration guide.
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·3 min
Complete Guide to Connecting Claude Code with Claude Opus 4 via Microsoft Foundry
Step-by-step guide to deploying Claude Opus 4 on Microsoft Azure Foundry and connecting it to Claude Code, covering resource setup, environment variables, and authentication.
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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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·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
15 Curated Programming MCP Tools: A Practical Guide from Browser Debugging to One-Click Deployment
15 curated programming MCP Servers tested hands-on: Chrome DevTools, Neon, Figma-to-code, Vercel deployment & more, with Claude Code and Codex setup guides.
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·3 min
Vibe Coding in Practice: A Junior Student Uses Cursor to Build a Multi-Agent System with 51 AI Officials Based on the Three Departments and Six Ministries Framework
A junior student uses Cursor and Vibe Coding to build a multi-agent system with 51 AI officials modeled on China's Three Departments and Six Ministries, featuring task distribution, approval workflows, and Token cost visualization.
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·4 min
Complete Beginner's Guide to Cursor AI: Three Modes Explained with Hands-On Demo
Learn Cursor AI editor setup, Agent/Ask/Manual modes, model selection tips, and build a full student management system from scratch in this step-by-step guide.
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·2 min
Claude Code vs ByteDance Codex: A Guide to Chinese Learning Resources and Choosing the Right Tool
Compare Claude Code and ByteDance Codex: their positioning, core capabilities, and use cases. Includes Chinese learning resource recommendations and beginner path selection guide for AI programming.
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·3 min
Guo Yu on the AI Agent Era: The End of Software and the Fate of Knowledge Workers
Former ByteDance engineer Guo Yu analyzes the AI Agent revolution: how Claude Code's Skill feature signals the end of traditional software, the SaaS collapse, and the future of knowledge workers.
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·3 min
Cursor Account-Sharing "Refill" Plugins: How They Work, the Risks, and Compliant Alternatives
Deep dive into Cursor refill plugins: account pool sharing, pay-per-use billing, risks of ToS violations, privacy leaks, and bans, plus compliant AI coding alternatives.
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·2 min
The Truth About Windsurf Refill Plugins: Account Pool Mechanics, Risks, and Compliant Alternatives
Deep analysis of Windsurf refill plugins: account pool mechanics, security risks, legal concerns, and compliant alternatives like Cursor, GitHub Copilot, and Cline.
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·3 min
What Are the Risks of Cracked Windsurf? Security Threats Behind "Unlimited Free Refills"
Analysis of cracked Windsurf risks including code leakage, malware injection, and legal issues, plus safe free alternatives for AI programming.
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