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Need help?

The harness is open source and free to use. If you would rather have it working for your team without spending the time yourself, V and Bruno LLC, who build and maintain it, can help.

  • Custom setups. The harness, a model server and your repositories set up on your machines, with the model profiles, gates and limits tuned to your hardware and your code.
  • Private stacks. Astro is the first supported stack. If your team works in another framework or a private toolchain, we can add a stack for it: detection, gates and their diagnostic parsers, and the evaluation tasks that prove it works.
  • Fine-tunes. A local model trained on your codebase’s conventions and your own past changes, measured with the harness’s evaluation set before and after, so you can see what it gained.
  • Astro sites. If what you need is the site itself, we build those too.

Tell us what you are working with and what you want it to do: vandbruno.net.

For bugs and feature requests in the harness itself, open an issue on GitHub.

Built by V and Bruno LLC: Astro sites & AI tooling. Work with us →