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AI Guides

Master AI Agent tools

Installation and usage tutorials covering mainstream AI coding tools like Claude Code, Codex, Cursor, and Trae, plus deep dives into the four core concepts: Agent, LLM, Skill, and MCP.

AI Agent Tools

Installation and usage tutorials for mainstream AI coding tools.

Claude Code

Anthropic · CLI Agent

A terminal-native AI coding agent from Anthropic that autonomously understands codebases, edits files, runs commands, and completes multi-step development tasks.

OverviewInstallationBasic UsageTips
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OpenAI Codex

OpenAI · CLI Agent

An official command-line AI coding assistant from OpenAI, built on the GPT model family and optimized for code generation and development workflows.

OverviewInstallationBasic UsageTips
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Trae

ByteDance · AI IDE

ByteDance's AI-native IDE—the first of its kind in China—deeply integrates LLMs such as Doubao and DeepSeek, supporting natural-language interaction and multimodal collaboration.

OverviewInstallationBasic UsageTips
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Cursor

Anysphere · AI IDE

A next-generation AI code editor from Anysphere with a built-in Composer agent that can run multiple coding tasks in parallel.

OverviewInstallationBasic UsageTips
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GitHub Copilot

GitHub / Microsoft · Plugin

An AI coding assistant co-developed by GitHub and OpenAI, offering code completion, chat, and an Agent mode.

OverviewInstallationBasic UsageTips
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Windsurf

Codeium · AI IDE

An AI-native IDE from Codeium with a built-in Cascade agent that deeply couples the terminal and editor.

OverviewInstallationBasic UsageTips
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Aider

Open Source · CLI Agent

An open-source command-line AI coding assistant with deep Git integration—every change is auto-committed and can be rolled back in one step.

OverviewInstallationBasic UsageTips
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Continue

Open Source · Plugin

An open-source AI coding plugin that supports VS Code and the entire JetBrains suite, connects to any model, and lets you build a private AI assistant.

OverviewInstallationBasic UsageTips
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Devin

Cognition Labs · CLI Agent

The world's first AI software engineer launched by Cognition Labs, capable of completing software engineering tasks end-to-end.

OverviewGetting StartedSetupCreating Tasks
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SWE-agent

Princeton NLP · CLI Agent

An autonomous AI software engineer agent developed by the Princeton NLP team, focused on resolving GitHub issues.

OverviewInstallationConfigurationRunning Tasks
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OpenHands

All-Hands-AI · CLI Agent

An open-source general-purpose AI software engineer agent platform, formerly known as OpenDevin.

OverviewInstallationDocker SetupArchitecture
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AutoGPT

Significant Gravitas · CLI Agent

An open-source autonomous AI agent framework capable of autonomously completing complex multi-step tasks.

OverviewInstallationConfigurationSetting Goals
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CrewAI

CrewAI Inc. · Concept

A framework for orchestrating role-playing AI agents, enabling multiple agents to collaborate on complex tasks.

OverviewInstallationCreating CrewsAgents
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LangChain

LangChain Inc. · Concept

An open-source framework for building LLM applications, providing a complete toolchain and component library.

OverviewInstallationLLMsPrompts
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LlamaIndex

LlamaIndex Inc. · Concept

A data framework focused on RAG applications, connecting LLMs with private data.

OverviewInstallationDocumentsIndices
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Dify

LangGenius · Concept

An open-source LLM application development platform, providing visual building and deployment capabilities.

OverviewInstallationWorkflowPrompt IDE
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Zed

Zed Industries · AI IDE

A high-performance code editor built by the Atom team, with built-in AI features and real-time collaboration.

OverviewInstallationConfigurationKeybindings
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Codeium

Exafunction · AI IDE

A free AI code completion tool that supports multiple IDEs and programming languages.

OverviewInstallationVS Code IntegrationJetBrains Integration
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Tabnine

Codota · AI IDE

A privacy-focused AI code completion tool that supports local deployment and custom model training.

OverviewInstallationIDE IntegrationCode Completion
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Amazon Q Developer

Amazon Web Services · AI IDE

AWS's AI programming assistant, deeply integrated with AWS services and best practices.

OverviewInstallationVS Code SetupCode Suggestions
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Sourcegraph Cody

Sourcegraph · AI IDE

An AI programming assistant from Sourcegraph, skilled at understanding large codebases.

OverviewInstallationCode SearchAutocomplete
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Replit AI

Replit · AI IDE

AI tools built into the Replit platform, providing code completion, chat, deployment, and other features.

OverviewGetting StartedCode SuggestionsChat
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Ollama

Ollama · Concept

A tool for running large language models locally, simplifying model deployment and usage.

OverviewInstallationRunning ModelsModel Library
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vLLM

UC Berkeley · Concept

A high-performance LLM inference and serving engine, providing extreme inference speed.

OverviewInstallationQuick StartServing Models
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Hugging Face

Hugging Face Inc. · Concept

An AI community platform providing models, datasets, applications, and a complete toolchain.

OverviewModels HubDatasetsTransformers Library
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Prompt Engineering

Community · Concept

The technique of designing and optimizing LLM prompts to improve AI output quality.

OverviewBasic TechniquesFew-Shot LearningChain of Thought
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Cline

Cline · Plugin

An open-source VS Code AI coding agent that autonomously edits multiple files, runs terminal commands, and browses the web.

OverviewInstallationBasic UsageAdvanced
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