AutoDev

🧙‍AutoDev: The AI-powered coding wizard with multilingual support 🌐, auto code generation 🏗️, and a helpful bug-slaying assistant 🐞! Customizable prompts 🎨 and a magic Auto Dev/Testing/Document/Agent feature 🧪 included! 🚀

VSCode Version: https://github.com/unit-mesh/auto-dev-vscode

As we mentioned in LICENSE issue at the beginning of this project, JetBrains has reasonable grounds to consider the plugin to be the content infringing their own IP right. So, since 2024.4, AutoDev was unavailable in the JetBrains Plugin Repository, you can download from Releases

Quick Start →

DevIns — AI Agent language for AutoDevelopment → which you can use follow syntax as bridges for Human-AI-IDE:

/write:src/main/java/cc/unitmesh/Controller.java#L1-L12

```java
public class Controller {
    public void method() {
        System.out.println("Hello, World!");
    }
}
```

With built-in syntax highlighting and auto-completion, you can use DevIns as next-generation AI Agent language.

AutoDev Architecture

Here is the AutoDev architecture:

AutoDev Feature Overview

Features:

• Languages support: Java, Kotlin, JavaScript/TypeScript, Rust, Python, Golang, C/C++/OC, or others...
• Auto development mode
  • AutoCRUD (Spring framework）. With DevTi Protocol (like devti://story/github/1102) will auto generate Model-Controller-Service-Repository code.
  • AutoSQL (required Database plugin). Context-aware SQL generation.
  • AutoPage (React). Context-aware Web Page generation.
  • AutoArkUI (HarmonyOS). Auto generate HarmonyOS ArkUI code.
  • AutoTesting. create unit test intention, auto run unit test and try to fix test.
  • AutoDocument. Auto generate document.
• Copilot mode
  • AutoDev will help you find bug, explain code, trace exception, generate commits, and more.
  • Pattern specific. Based on your code context like (Controller, Service import), AutoDev will suggest the best code to you.
  • Related code. Based on recent file changes, AutoDev will call calculate similar chunk to generate the best code.
• Chat with AI. Chat with selection code and context-aware code.
• Customize.
  • Custom specification of prompt. For example, Controller, Service, Repository, Model, etc.
  • Custom intention action. You can add your own intention action.
  • Custom LLM Server. You can customize your LLM Server in Settings -> Tools -> AutoDev
  • Custom Living documentation. Customize your own living documentation, like annotation.
  • Team AI. Customize your team prompts in codebase, and distribute to your team.
  • Prompt override. You can override AutoDev's prompt in your codebase.
• SDLC
  • VCS. Generate/improve commit message, release note, and more.
  • Code Review. Generate code-review content.
  • Smart Refactoring. AI based Rename, refactoring with code smell, refactoring suggetion and more.
  • Dockerfile. Based on your project, generate Dockerfile.
  • CI/CD config. Based on build tool, generate CI/CD config file, like .github/workflows/build.yml.
  • Terminal. In Terminal ToolWindow, you can use custom input to generate shell/command
• Custom AI Agent
  • Executable AI Agent language: DevIns.
  • Custom AI Agent. You can integrate your own AI Agent into AutoDev.
• Model
  • Built-in LLM Fine-tune
  • UnitEval evaluate llm result
  • UnitGen generate code-llm fine-tune data.

AutoDev fine-tune models:

download from HuggingFace

name	model download (HuggingFace)	finetune Notebook	model download (OpenBayes)
DeepSeek 6.7B	AutoDev Coder	finetune.ipynb	AutoDev Coder

Language Features

Language Support

We follow Chapi AST analysis engine for language support tier.

Features	Java	Python	Go	Kotlin	JS/TS	C/C++	C#	Scala	Rust	ArkTS
Chat Language Context	✅	✅	✅	✅	✅	✅			✅	✅
Structure AST	✅		✅	✅	✅	✅
Doc Generation	✅	✅	✅	✅	✅				✅	✅
Precision Test Generation	✅	✅	✅	✅	✅				✅
Precision Code Generation	✅			✅
AutoCRUD	✅			✅

Extensions

see in exts

Demo

DevIns Language demo (Bilibili) - 中文

Video demo (YouTube) — English

Video demo (Bilibili) - 中文

Useful Links

• Copilot-Explorer Hacky repo to see what the Copilot extension sends to the server.
• GitHub Copilot a small part of Copilot Performance logs.
• 花了大半个月，我终于逆向分析了Github Copilot

Who is using AutoDev?

Welcome to add your company here.

• Thoughtworks, a leading technology consultancy.

License

• ChatUI based on: https://github.com/Cspeisman/chatgpt-intellij-plugin
• Multiple target inspired by: https://github.com/intellij-rust/intellij-rust
• SimilarFile inspired by: JetBrains and GitHub Copilot
• DevIn Language refs on JetBrains' Markdown Util, which is licensed under the Apache 2.0 license.

Known License issues: JetBrain plugin development is no walk in the park! Oops, we cheekily borrowed some code from the JetBrains Community version and the super cool JetBrains AI Assistant plugin in our codebase. But fret not, we are working our magic to clean it up diligently! 🧙‍♂️✨.

Those codes will be removed in the future, you can check it in src/main/kotlin/com/intellij/temporary, if you want to use this plugin in your company, please remove those codes to avoid any legal issues.

This code is distributed under the MPL 2.0 license. See LICENSE in this directory.