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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.

Learn how to use OpenAI Codex without phone verification by logging in via Codex CLI with an Access Token. Three simple steps: install CLI, get Token, login.

Exposing the truth behind viral free AI aggregator sites: fake model versions, privacy risks, and data security threats. Learn how to safely use ChatGPT, Claude, Gemini, and other AI models.

A detailed 7-step guide to building commercial AI Agents, covering requirements, platform selection (Coze/Dify/FastGPT), prompt engineering, databases, UI, testing, and deployment.

A complete guide for frontend developers advancing to AI architects, covering the three-tier competency framework, Codex-like agent design, agents.md configuration, Skills systems, and core AI architect capabilities.

In-depth analysis of free AI aggregator sites popular on Bilibili, exposing reverse proxy and shared account pool mechanics, data privacy risks, and safer alternatives for multi-model AI usage.

Complete guide to installing Claude Code on macOS, Linux, and Windows, covering PATH config, glibc versions, SSL certificates, and first-run verification.

In-depth analysis of AI aggregation platforms: the truth behind free access to GPT, Gemini, Claude and other LLMs, hidden costs, privacy risks, and safer alternatives.

A detailed review of domestic Chinese platforms offering no-registration, no-VPN access to GPT-4, Gemini, Claude, DeepSeek and other top AI models, with security risk analysis.

Deep analysis of Cursor's low-cost usage solution: clean account pool scheduling, 35% pay-per-use billing, and intelligent quota flow mechanisms to help developers evaluate third-party alternatives.

Step-by-step guide to installing Claude Code on Windows, covering Git and Node.js prerequisites, PowerShell installation commands, and common troubleshooting tips.

Complete guide to Claude Code Desktop setup: account-free usage, DeepSeek integration via CC Switch, Chinese localization, and custom Skill import for low-cost AI coding.

Deep dive into GitHub Copilot SDK: Agent Loop, Hooks lifecycle control, Custom Agents orchestration, Skills modules, and local model integration for AI app development.

Deep analysis of AI aggregation platforms promoted on Bilibili, exposing privacy leaks and legal risks of shared account pools for free GPT and Claude access, plus safe alternatives like OpenRouter and DeepSeek.

Deep analysis of Cursor refill plugin architecture: how clean account pool scheduling replaces cracking tools, the business logic of 35% pay-per-use pricing, and compliance risks developers should consider.

Learn how to connect DeepSeek to Codex using the open-source tool Codex++. Complete setup guide covering provider config, connection testing, and launch steps to slash AI coding costs.

Learn how to use NetEase UU Accelerator to speed up Cursor AI coding tool in China, with step-by-step setup including node selection and launch configuration.

Deep analysis of a third-party plugin claiming 65%-off Cursor Pro renewal. We break down its account scheduling architecture, pay-per-use model, and assess compliance risks, data security, and value for developers.

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.

Cursor built Composer 2.5 on Kimi K2 open-source model, ranking 3rd on coding benchmarks and surpassing K2.6. Deep dive into Cursor's data flywheel, product architecture, and pricing.