Why Agentic AI Needs an Evaluation Stack (and Most AI Products Don't Have One)

Most teams ship their first AI feature the same way: build it, run it on a handful of examples, eyeball the outputs, and if it looks good, ship it. For a single input-output feature, that's survivable