# Eval-Driven Development > A manifesto for evaluation-driven AI development. Why every AI system needs deterministic, automated evaluation as a first-class engineering practice. ## Author - [Grey Newell](https://greynewell.com) ## Source - [GitHub](https://github.com/greynewell/evaldriven.org)