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refact
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refact

Active·★ 3.5k·BSD-3-Clause·Updated 2026-05-30

Refact is an AI software development agent that runs inside VS Code and JetBrains. The README claims it is the number one open-source agent on SWE-bench Verified; that is the project's own claim, which we have not checked. It says the agent handles engineering tasks end to end and connects to GitHub, GitLab, PostgreSQL, MySQL, Pdb, Docker and shell commands.

Beyond the agent, the README lists context-aware auto-completion powered by Qwen2.5-Coder-1.5B with RAG, an in-IDE chat, and support for 25+ languages. Models can be GPT-5, Claude 4.5, Gemini 3.0, DeepSeek and others, and you can bring your own key for OpenAI, Anthropic, Google, DeepSeek, Qwen and more. Task types include generating, refactoring, explaining and debugging code, writing unit tests, code review, documentation and docstrings.

There is a self-hosted option for keeping everything on your own infrastructure. The README gives `pip install .` (with extra build flags for CUDA 8.0+ GPUs with flash-attention v2), a pre-built Docker image, and plugin setup by pointing the VS Code or JetBrains plugin at a custom inference URL such as `http://127.0.0.1:8008`. The README also advertises tailored enterprise deployments. Last push was 2026-05-30. This review is based on the README and repository data; we have not run it ourselves.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool. Data as of 2026-10-22.

License
BSD-3-Clause
Latest release
release/v8.0.4 · 2026-05-14
Last commit
2026-05-30
Contributors
38
Forks
317
Open issues and PRs
2
First published
2023-04-19

This repository is archived and read-only.

Source: GitHub, npm and PyPI public APIs.

#AI Agent#Code Generation#Developer Tools#LLM Integration#Self-Hosted#Coding
$ Install
$ pip install .
↗ Visit site★ GitHub
01

Features

01Unlimited, context-aware auto-completion powered by RAG.
02Integrated in-IDE chat with deep code understanding.
03Seamless integration with version control (GitHub, GitLab), databases (PostgreSQL, MySQL), and debugging tools (Pdb).
04Support for state-of-the-art LLMs (GPT-5, Claude 4.5, Gemini 3.0, DeepSeek) and Bring Your Own Key (BYOK) functionality.
05Self-hosted deployment option for maximum security and control.
02

Why choose it

+Agent plus completion plus chat in VS Code and JetBrains
+Bring your own key for OpenAI, Anthropic, Google, DeepSeek, Qwen and others
+Self-hosted option via Docker or pip for keeping code on your own infrastructure
+Connects to GitHub, GitLab, PostgreSQL, MySQL, Docker and Pdb
03

Trade-offs

!The SWE-bench ranking is the project's own README claim, so check the current leaderboard
!Self-hosting with GPU builds needs CUDA and flash-attention, which is more work than a hosted plugin
!Agent access to databases, Docker and shell commands means mistakes can have real effects, so use least-privilege credentials
!The README mentions model names and a hosted offering; confirm what is free and what is paid before relying on it
04

Maintenance check

ArchivedChecked: 2026-10-17
Last commit
2026-05-30
Commits, last 90 days
0
Releases, last 90 days
0
Latest release
release/v8.0.4 (2026-05-14)
Open issues
2
Recent issues with at least one comment
8/18
Commits per week, last 12 weeks
Commits per week, last 12 weeks: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0

Oldest week on the left; the latest four weeks are orange. Source: GitHub commit activity.

Status rule: archived on GitHub = Archived; last commit within 90 days = Active; 91 to 365 days = Slowing; older = Stale. All figures come from the GitHub API on the date shown.

Most discussed open issues

  • #933 It doesn't f***ing work2 comments · 2026-05-29

Issue titles are quoted from GitHub. Open the link to check whether a problem still applies to the version you use.

05

Compatibility

VS Code
Native Plugin
Verified via docs
JetBrains
Native Plugin
Verified via docs
Docker
Self-Hosted
Verified via docs
GitHub/GitLab
Integrated
Verified via docs
PostgreSQL/MySQL
Integrated
Verified via docs
External LLMs (OpenAI, Anthropic, Google, DeepSeek, Qwen)
BYOK Supported
Verified via docs
06

Quick start

1
$ pip install .
07

Use cases

↳Generate code from natural language prompts.
↳Refactor and explain existing code for better quality and understanding.
↳Debug code, generate unit tests, and create documentation.
08

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On this page
01Features02Why choose it03Trade-offs04Maintenance check05Compatibility06Quick start07Use cases08Alternatives
smallcloudai /
refact
↗

Open-source AI coding agent for VS Code and JetBrains with BYOK, self-hosting and free local completion on a small Qwen model

3.5k317BSD-3-Clause
Last commit4mo ago
StatusActive
CategoryCode Assistant
Contributors38
Latest releaserelease/v8.0.4
Links
Documentation↗Discussion↗Issues↗Releases↗
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