Evals before you ship → Prompt to Production

1. Evals as the verification primitive

A working AI feature has three phases on every change. You specify what you want. You build it. You verify it works. The third phase is where evals live.

The verify step is the one most engineers improvise. They squint at a few outputs, decide it looks fine, and ship. This course was about replacing that improvisation with a method. The shape of the method is the eval set, the runner, the comparison, and the gate.

2. What [[prompt-to-production]] adds

[[prompt-to-production]] is the course about the whole loop — specifying, building, and verifying AI features end to end, with the discipline that lets you do it on every change without slowing down.

This course gave you the verify primitive in isolation. That course gives you the loop the primitive lives inside. How you specify in a way that makes the eval set easy to write. How you build in a way that makes the eval easy to run. How you ship in a way where the gate doesn't slow you down.

The two courses pair. This one gave you the tool. That one shows you the workflow.