Engineering9 min read
How we run evaluations: an opinionated harness for applied AI teams
A walkthrough of the evaluation pipeline we use across every Analyticity model — continuous, versioned, adversarial, and cheap enough to run on every pull request.
Analyticity Engineering
Engineering Team
Full paper and reproducible artifacts
The complete write-up — including methodology, benchmarks, ablation studies, and reproducibility notes — is being prepared for publication on this page. Enterprise partners and members of the research community can request early access while publication is in progress.
Permanent link: https://analyticitytech.com/research/evaluation-harness-practices