MonadKai/auto-dev

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

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 feature 🧪 included! 🚀

Quick Start →

AutoDev Overview:

Features:

• Languages support: Java, Kotlin, JavaScript/TypeScript, Rust, Python, Golang, or others...
• Auto development mode.
  • With DevTi Protocol (like devti://story/github/1102) will auto generate Model-Controller-Service-Repository code.
  • AutoCRUD mode (Java/Kotlin Language only）. Auto generate CRUD code.
  • Auto Testing. create unit test intention, auto run unit test and try to fix test.
  • Auto Document. Auto generate document.
• Copilot mode
  • Pattern specific.Based on your code context like (Controller, Service import), AutoDev will suggest you the best code.
  • Related code. Based on recent file changes, AutoDev will call calculate similar chunk to generate the best code.
  • AutoDev will help you find bug, explain code, trace exception, generate commits, and more.
• Chat mode
  • Chat with AI.
  • Chat with selection code.
  • Chat with code context-aware (To be implemented).
• Customize.
  • Custom specification of prompt.
  • 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.
  • Team prompts. Customize your team prompts in codebase, and distribute to your team.
  • Prompt override. You can override AutoDev's prompt in your codebase.
• Miscellaneous
  • CI/CD support. AutoDev will auto generate CI/CD config file.
  • Dockerfile support. AutoDev will auto generate Dockerfile.
• Built-in LLM Fine-tune
  • UnitEval evaluate llm result
  • UnitGen generate 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 for language support tier.

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

Extensions

see in exts

Demo

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

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.