AI Engineer · July 24, 2025

CI in the Era of AI: From Unit Tests to Stochastic Evals — Nathan Sobo, Zed

CI in the Era of AI: From Unit Tests to Stochastic Evals — Nathan Sobo, Zed video thumbnail
Why it matters

AI Engineer session on CI in the Era of AI: From Unit Tests to Stochastic Evals, presented by Nathan Sobo, Zed. It adds practical context for how teams are building and operating AI systems in production.

My takeaway: CI in the Era of AI: From Unit Tests to Stochastic Evals — Nathan Sobo, Zed is a model-evaluation signal. The practical read is to tie capability claims to evidence, launch criteria, and regression tests rather than relying on demos or benchmark headlines.