#zero dependency
676 related articles
·2 min
Claude Code Chinese Practical Handbook: A Complete Beginner's Guide for Users in China
A detailed look at the Claude Code Chinese handbook on Feishu, covering setup, domestic LLM integration, commands, and templates for users in China.
Read more →
·2 min
AI Coding Test: Building a Multi-Device Synced Teleprompter from Scratch with a One-Sentence Prompt
Zero coding skills, one sentence prompt — AI builds a multi-device synced teleprompter from scratch. Hands-on comparison of Codex, Claude Code, and Gemini across 17 minutes of fully automated development.
Read more →
·4 min
Claude Code + Skills: A Practical Guide to AI-Powered Test Case Generation
Learn how to use Claude Code + Skills to auto-generate enterprise-grade test cases. Covers AI Agent vs LLM differences, the four core capabilities, and the complete workflow from requirements to test cases.
Read more →
·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.
Read more →
·3 min
4 Iron Rules of Industrial Agent Development: Why AI Deployments in Factories Are Doomed to Fail
Deep dive into why industrial AI Agents fail: 4 critical strategies covering edge deployment, closed-loop control, rule verification, and safety mechanisms for reliable factory AI systems.
Read more →
·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.
Read more →
·3 min
CC Switch Tutorial: Connect Claude Code to Domestic Chinese LLMs Without a VPN
Step-by-step tutorial on using CC Switch to connect Claude Code to DeepSeek, Kimi, and other Chinese LLMs without a VPN or Claude account for low-cost AI coding.
Read more →
·3 min
The Complete Guide to DeepSeek TUI: Installation, Configuration, and Hands-On Use of a Terminal AI Coding Agent
A deep dive into DeepSeek TUI: the terminal AI coding agent with chain-of-thought visualization, million-token context, and multi-task parallelism. Covers installation, configuration, and real-world use cases.
Read more →
·3 min
Xiaomi Open-Sources MiMo Code: Can an Infinite Memory Mechanism Solve AI Coding's Biggest Pain Point?
Xiaomi open-sources MiMo Code, an AI coding tool with infinite memory, multi-Agent collaboration, and Claude Code compatibility — solving context forgetting in large projects.
Read more →
·3 min
Claude Code Local Deployment: A Practical Guide to Connecting Local LLMs
Complete guide to deploying Claude Code locally with Ollama, LM Studio, or vLLM. Covers architecture, protocol translation, hardware requirements, and model selection for zero-cost, private AI coding.
Read more →
·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.
Read more →
·3 min
AI-Driven Zero-Code Automated Testing: A Complete Path from Python Basics to Hands-On Practice
A detailed guide to AI-driven automated testing: from Python basics to PyTest, covering API automation, Playwright UI testing, and AI-assisted coding for beginners.
Read more →
·3 min
Pre-Installation Setup for Codex: A Configuration Guide for Git, Node.js, and VS Code
A detailed guide to the three essential pre-installation steps for OpenAI Codex: installing Git, choosing and verifying Node.js, and setting up VS Code — all done in 15 minutes.
Read more →
·3 min
What Is Cursor? A Complete Guide to the AI Coding Tool's Core Features and Target Users
A deep dive into Cursor AI coding tool's five core features, six advantages over traditional IDEs, and ideal user profiles. Learn how this AI-native editor boosts developer productivity.
Read more →
·4 min
Getting Started with Vibe Coding: Setting Up Your AI Development Workspace from Platform to Local
A complete guide to setting up a local Vibe Coding workspace: export from platforms, run code with AI IDEs, make your first local edit, with prompting tips and error troubleshooting.
Read more →
·2 min
GitHub Copilot CLI Integrates LSP Language Servers: From Text Search to True Code Intelligence
GitHub Copilot CLI integrates LSP language servers, upgrading code understanding from grep text search to IDE-level code intelligence. Learn about configuration, use cases, and impact on AI tools.
Read more →
·2 min
Replit Partners with Socket Security to Defend Against Supply Chain Attacks: A New Security Paradigm for the AI Era
Replit partners with Socket Security for platform-level defense against supply chain attacks. Learn how AI agents amplify attack surfaces and how real-time detection protects developers.
Read more →
·2 min
Teach Skill Explained: An AI Tutoring Tool That Auto-Generates Interactive HTML Lessons
A detailed guide to installing and using the Teach Skill for Claude Code — an AI tutoring tool that auto-generates study plans, interactive HTML lessons, and tracks learning progress across subjects.
Read more →
·1 min
iPadOS 27 Developer Guide: A Comprehensive Breakdown of Foundation Models Framework and Core AI
Deep dive into iPadOS 27's core developer updates: Foundation Models framework, Core AI on-device inference, Siri App Intents integration, PaperKit, and free cloud policy for small developers.
Read more →
·1 min
Kiro Gives Away Free Pro Memberships but Imposes Harsh Limits — An Opus 4.7 Experience Gone Wrong
Kiro offers free Pro memberships with Claude Opus 4.7, but developers hit quota limits in under a day. Analysis of Kiro's limits, costs, and AI tool tips.
Read more →