Launch HN: Sentrial (YC W26) – Catch AI agent failures before your users do

Description

Hey HN! We're Neel and Anay, and we’re building Sentrial ( https://sentrial.com ). It’s production monitoring for AI products. We automatically detect failure patterns: loops, hallucinations, tool misuse, and user frustrations the moment they happen. When issues surface, Sentrial diagnoses the root cause by analyzing conversation patterns, model outputs, and tool interactions, then recommends specific fixes. Here's a demo if you&#x