598 articles
The Complete Process of Building an Ex…
An Excel designer built a file management tool without writing a single line of VBA code, using only AI conversations to implement directory scanning, file opening, and batch renaming.
Build AI Agents from Scratch: A Practi…
Learn how to build AI agents with zero coding on ByteDance's Coze platform. Covers 10 hands-on projects including DeepSeek-WeChat integration, auto-emails, and poster/PPT creation.
Claude Code Half-Price Subscription Gu…
A complete guide to subscribing to Claude Code Pro via a Nigerian Apple ID, cutting monthly costs from $20 to ~$10. Covers account setup, gift card purchase, subscription steps, and risk warnings.
AI Programming Spec Sheets: 30 Lines o…
Replace vague prompts with spec sheets—30 lines of config gets AI coding right the first time. Covers the six-element framework, three-tier boundaries, and three iron rules to eliminate rework.
Codex Security Guide: Five Key Princip…
A detailed guide to OpenAI Codex permission management covering workspace setup, three permission modes, approval mechanisms, risk-level management, and five safety mantras for secure AI coding.
OpenAI Codex Complete Guide: Four Tool…
Deep dive into OpenAI Codex's four core tools: IDE extension, CLI, Cloud service, and code review bot. Learn how they work together to build an efficient AI programming workflow from local coding to cloud automation.
Claude Code Desktop Installation & Con…
Step-by-step guide to install Claude Code Desktop, use it without an account via Developer Mode, integrate DeepSeek models through CSwitch, add Chinese localization, and configure custom Skills.
Getting Started with Claude Code: 5 Co…
Deep dive into the core differences between Claude Code and regular AI chat tools across 5 dimensions: interaction, context understanding, execution, memory, and tool invocation.
Multi-Model Hot-Swap Architecture: Swi…
A complete guide to building a multi-model hot-swap architecture for production AI projects, covering abstraction layers, adapter patterns, visual configuration, and error-fixing workflows.
AI + Jupyter Notebook: A Practical Met…
The hardest part of STEM is the gap between theory and practice. Learn how to use Jupyter Notebook with AI Coding Agents to auto-generate interactive tutorials for math, physics, statistics, and more.
MCP Protocol Practical Guide: The Stan…
Deep dive into MCP (Model Context Protocol) principles and practical applications. Learn how LLMs connect to external tools via MCP to become agents, covering Java tech stacks, MCP Server ecosystem, Cherry Studio demos, and A2A protocol comparison.
Dify 1.8.0 Hands-On Tutorial: Complete…
A detailed guide to Dify 1.8.0 Docker deployment, environment setup, and AI app building. Covers five app types, comparisons with Coze, workflow creation, and more for this open-source AI platform.
Cursor + MCP in Practice: A Complete G…
A detailed guide on integrating Playwright MCP Server with Cursor, covering Node.js setup with NVM, NPM mirror configuration, and building a browser automation agent step by step.
Complete Guide to Building Claude MCP …
Complete guide to MCP server setup: FastMCP local development, Claude CLI registration, STDIO vs HTTP communication modes, and Docker containerized remote deployment for AI-callable tool services.
LangGraph 0.5.3 + MCP Agent Developmen…
LangGraph 0.5.3 introduces MCP server security authentication and agent deployment solutions. Combined with Qwen3 models, it provides a complete production-grade AI agent development stack.
AI Agent Practical Development: A Comp…
A deep dive into AI Agent core principles and practical development paths, covering perception-decision-execution capabilities, MCP protocol tool integration, and analysis of Manus and AutoGLM.
Zen MCP: An Open-Source Tool That Lets…
Deep dive into Zen MCP, an open-source project that lets Claude Code orchestrate Gemini, O3, and other AI models via MCP protocol, with cost-reduction proxy setup guide.
DeepSeek V4 Flash MTP Speculative Deco…
Real-world testing of DeepSeek V4 Flash with MTP speculative decoding: ~20% speedup for code generation, minimal gains for text. Covers memory overhead, accuracy differences, Q4 vs Q3 quantization, and full deployment tutorial.
Building a SaaS Website with AI and Ze…
Learn how to build a SaaS website with AI image generation, multimodal chat, and webpage replication using only Bolt and Cursor — no code required. Covers prompt design, architecture, and iteration techniques.
Bolt.DIY + Claude 3.7 Sonnet: Building…
Learn how to use open-source Bolt.DIY with Claude 3.7 Sonnet to build full-stack web apps with zero code. Includes local deployment tutorial, hands-on demo, and cost analysis—an AI course platform built in 13 minutes for $3.