Strengths
- 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.
- Provides SDK, CLI, and GUI options for flexible workflows.
Limitations
- Local setup previously required spinning up sandboxes, though cloud beta now addresses this.
- Enterprise features are under a separate license and not fully open-source.
- Public pricing details are unavailable and require contacting sales.