- Resolves over 50% of real GitHub issues on SWE-Bench Verified benchmark.
- Fully open-source core under MIT license allowing transparency and customization.
- Scales to thousands of parallel agents in cloud or self-hosted environments.
- Integrates directly with GitHub, GitLab, Slack, and CI/CD pipelines without setup friction.