Sweep AI

Sweep AISince 2023-07

Sweep AI is an autonomous AI coding agent designed to act as an automated junior developer for your engineering team. When an issue is created or a bug is reported in your GitHub repository, Sweep reads the codebase, plans the necessary file changes, writes code, and opens a fully tested pull request. Sweep handles small bugs, repetitive feature requests, refactors, and test coverage expansions, freeing human engineers to focus on high-level architecture.

Sweep uses vector embeddings over your repository's files combined with frontier LLM reasoning loops. It runs linters, type checks, and automated test commands inside sandbox runners to iteratively debug its own code until all CI checks pass. Developers can interact with Sweep directly in GitHub PR review comments to request adjustments, and Sweep will update the diff automatically.

GitAuto AISince 2024-02

GitAuto AI is an autonomous AI agent designed to resolve GitHub issues, add unit test coverage, and fix runtime errors with zero manual intervention. Built on top of fine-tuned coding models, GitAuto continuously monitors your GitHub repository, extracts issue requirements, generates precise multi-file diffs, and opens clean pull requests ready for review. It helps engineering teams boost code quality, eliminate backlog debt, and ensure continuous test coverage across evolving codebases.

GitAuto integrates with GitHub Webhooks and GitHub Actions to execute local build checks, verify code syntax, and validate unit tests before finalizing PR submissions. It features specialized modes for bug fixing, unit test expansion, and documentation generation. With strict SOC 2 compliance and ephemeral container execution, GitAuto guarantees complete source code privacy and data isolation.