Why it matters
AI Engineer session on Evals Are Not Unit Tests, presented by Ido Pesok, Vercel v0. It adds practical context for how teams are building and operating AI systems in production.
My takeaway: Evals Are Not Unit Tests — Ido Pesok, Vercel v0 is a tooling signal. The practical read is to watch how AI red-team and evaluation tooling is adding probes, integrations, and workflows that can become repeatable controls.