less than 1 minute read

Written by - Millan Kaul

My first AI eval was not clever. It was one boring pass/fail rule.

Image showing basic pass/fail test for AI responses
Start with one rule your AI must never break.

What I did today:

I picked one output requirement: the response must include a clear next step. I tested five answers and marked each one pass or fail.

What surprised me:

The simplest rule found failures faster than my “does this feel good?” review.

My QA takeaway:

  1. Start with what must never break. Fancy metrics can come later.
  2. Start with one rule your AI must never break.

What is one non-negotiable rule for your AI feature?

#AIEvals #SoftwareTesting #AIEngineering