Stop Vibe Checking Your AI App - Why Structured AI Evals Are Non-Negotiable

Stop Vibe Checking Your AI App: Integrating AI Evals Into Your AI Application

TLDR: If you are still manually spot-checking whether your AI application works, you are living on borrowed time. This article from the Decoding AI newsletter lays out a three-pillar framework for AI evals: optimization during development, regression testing in CI, and production monitoring via sampling. It is the first in a seven-part series and focuses on the where, when, and why rather than the how.

Link: Stop Vibe Checking Your AI App