Refact.ai
Local-first AI coding agent with enterprise fine-tuning support
Refact.ai is profiled here as a Testing tool for engineering teams. Read about features, pricing, and how it compares to related options in the tools directory.
Description
Short Intro: Refact.ai is an open-source AI coding agent built by Small Cloud, a company founded by a former OpenAI team member whose identity is not publicly disclosed. The BSD-3-Clause licensed tool runs a local Rust engine inside the IDE that handles AST parsing, vector database indexing, and task tracking without sending data to external servers by default. Refact Cloud has been retired, making the product entirely local-first and BYOK.
Key Capabilities:
Local Rust engine managing AST indexes, semantic search, checkpointing, and task tracking entirely on the developer's machine
BYOK model connectivity to OpenAI, Anthropic, Gemini, DeepSeek, Groq, Cerebras, Ollama, LM Studio, vLLM, and other OpenAI-compatible endpoints
Autonomous end-to-end agent that integrates with GitHub, GitLab, Docker, PostgreSQL, and MySQL to plan, execute, and iterate on engineering tasks
Deep codebase awareness combining open files, AST symbols, semantic search, git state, and previous task trajectories
Fill-in-the-Middle code completion across 25+ programming languages
Fine-tuning on company codebases for enterprise teams requiring accuracy on proprietary patterns
On-premise and self-hosted deployment with code that never leaves internal servers
IDE coverage for VS Code, JetBrains, Visual Studio, Neovim, and Sublime Text
Browser automation included in the core agent capability set
Customizable toolbox with commands for explaining, refactoring, documenting, and bug-finding
AWS Inferentia2 support with 1.5x price-performance advantage for enterprise AWS deployments
BSD-3-Clause licensed with refact-bench open-source tooling for SWE-bench evaluation
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