Bonree

What Session-Level Tracing Taught Me About LLM Applications

I work on observability tooling for LLM-backed applications and the thing that surprised me most wasn’t a technical problem; it was how confidently wrong these systems can be while every dashboard stays green. Here’s a scenario that makes the point concrete. The Call That ‘Succeeded’ Picture an AI phone agent handling insurance calls. A customer […]