Why Most AI Teams Are Flying Blind: And What to Do About It

You built an agentic application with an LLM and it works great in demos. And then it hits real users and you have no idea why it's behaving differently. This is an standard evaluation problem and it's more solvable than you think. Lets deep dive into uderstanding AI evals and its broad scope. The problem with trusting your gut There's a moment most AI builders know well. You've been testing your system for weeks and the responses have been in your favour. Your team has read through hundreds of