Zero-cost frontier AI models for coding

A community effort to make the first open coding model that learns in real time. We provide free, unlimited access to frontier coding models. In return, we use your conversations to train better models.

Existing benchmarks don’t capture real developer workflows. We’re fixing that by gathering authentic vibecoding sessions at scale: real prompts, real iterations, real projects.

We are a collaboration led by researchers and engineers from UC Berkeley, Texas A&M, Northeastern University, University of Washington, and Stanford.