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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.

Whats-LLM is an installation-free AI programming e-book for complete beginners, written by an art-student-turned-programmer, covering LLM basics, Cloud Code, and Codex with built-in quizzes and notes.

Three practical cases—RNA-seq setup, GATK reference data download, and SRA batch download—demonstrate using Claude Code with DeepSeek v4 Flash for bioinformatics environment configuration.

A systematic breakdown of the six-stage AI programming learning roadmap, from zero-code start to mastering Cursor and professional tools, methodology frameworks, advanced patterns, and project practice.

Complete guide to ByteDance's Trae AI editor: core features, download & installation, Python setup, and AI chat coding. Free, Chinese-native, no VPN needed.

Codex Guide is an open-source practical guide for Codex, covering installation, third-party API integration, agents.md writing, Skills MCP usage, and more to help developers get started quickly.

Step-by-step guide to installing Claude Code and connecting it to DeepSeek V4 Pro via CC Switch proxy, covering setup, API configuration, and troubleshooting.

A complete walkthrough of building Tetris from scratch using Trae AI IDE with zero coding, covering 4 rounds of iterative AI dialogue, bug fixes, and practical tips for AI-assisted programming.

In-depth guide to OpenAI Codex CLI: covering installation, agents.md design, multi-agent collaboration, MCP protocol integration, and a RAG customer service project.

Learn how to build a multi-Agent AI team with the HAMAS framework: 5 role configurations, Skill mechanisms, gradient model scheduling, and solutions for AI hallucination and deception.

A complete guide to OpenAI Codex covering installation, CLI interaction, agents.md design, Rules governance, MCP protocol integration, and multi-agent collaboration, with a hands-on RAG customer service project.

A deep dive into full-pipeline optimization for enterprise RAG systems, covering multi-turn query rewriting, retrieval tuning, and quality evaluation to take RAG from demo to production.

In-depth analysis of the ByteDance Codex Chinese Manual covering multi-language support, prompt standards, context management, and practical templates for AI programming.

Vibe Coding lets anyone build software products through natural language conversations with AI — no programming skills required. Learn the concept, top tools (Cursor, Claude Code, Codex), and how to get started.

Complete Claude Code installation guide with the five stages of AI programming tools, from manual coding to agents. Learn 0-to-1 project building and 1-to-100 iteration challenges.

A detailed guide comparing ChatGPT Codex and Claude Code — covering core differences, selection criteria, and setup for beginners to start AI agent programming and boost dev efficiency 2-5x.

In-depth comparison of Codex and Claude Code AI agent programming tools covering model foundations, Chinese understanding, costs, MCP ecosystem, setup tutorials, and practical selection advice.

A comprehensive Codex tutorial covering setup, CLI interaction, agents.md config, MCP protocol, multi-agent collaboration, and building an enterprise RAG customer service system.

PeakCode is an open-source AI coding tool combining Claude Code's engineering power with Codex's UX, featuring Web/desktop modes, plugins, Git integration, and automated Agent capabilities.

A detailed guide to Codex MCP (Model Context Protocol): core concepts, two server types, configuration methods, and practical applications to help developers get started quickly.