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A developer built a modern JSON wrapper and MCP integration for Spain's 2003-era SOAP Cadastre API, enabling AI assistants to query land registry data directly.

A developer built Manifest Studio to automate the full pipeline from AI code generation to app deployment, using a Skill mechanism for one-sentence publishing.

A deep dive into Agent Skills and its core design philosophy — progressive disclosure. Covers middleware, dynamic tools, and Metawheel implementation for building scalable AI agents.

Complete guide to Dify's five app types, Docker deployment for v1.8.0, and workflow building. Compare Dify vs Coze and learn to build enterprise AI apps with no code.

Complete guide to Dify's four core modules (Explore, Studio, Knowledge Base, Tools) with step-by-step Docker self-hosted deployment instructions for building production-grade AI apps.

Deep analysis of LLM job interview essentials: Multi-Agent architecture, Harness engineering, Agent Loop, sandbox isolation, and memory management with career transition tips.

ARD (Agentic Resource Discovery) is an open spec by Google, Microsoft & 9 other tech giants, giving AI agents tool discovery. Learn its architecture, MCP synergy & security challenges.

How much math do AI/ML practitioners really need? This article breaks down three roles — Users, Developers, and Researchers — and analyzes the math requirements for each to help you plan your learning path.

June 2026 GitHub AI trends: Agent ecosystem middleware tools surge — PM Skills, Agent Reach, Graphify, and Skill Spectre signal the Agent middleware era.

Complete guide to deploying Claude Code with CC Switch proxy to connect DeepSeek V4 Pro — no overseas account needed. Covers Node.js, VS Code, and API setup.

Learn to build an AI trending news dashboard from scratch with Claude Code — no coding required. Covers CC setup, domestic model integration, and full-stack development.

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.

Deep analysis of Claude Code's leaked source architecture, covering TypeScript stack choices, Harness architecture's seven core mechanisms, tool call management, and context optimization.

A complete guide to building a VBA machine-locked license system with three-tier architecture, custom Base64 encryption, machine code generation, and code obfuscation — all via voice-driven AI programming.

Deep analysis of Anthropic vs Google's Managed Agent architectures, pricing strategies, and selection guidance. Managed Agents are emerging as a new AI infrastructure product category.

Step-by-step guide to installing Claude Code CLI in China using Node.js, Git, CC Switch, and an API relay service to bypass Anthropic's access restrictions.

Complete guide to setting up the Claude Code runtime environment, covering NVM installation, Node.js version management, NPM usage, and mirror source configuration.

Step-by-step guide to installing Claude Code in China, covering Node.js setup, Git config, network proxy settings, and API key options to overcome common issues.

Learn how to install and configure Git, Node.js, and VS Code before setting up OpenAI Codex. Complete guide with download steps, verification methods, and troubleshooting tips.