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Agnost AI Launched at Product Hunt #4 Reading Production Agent Conversations for the Failures Evals Miss
The Y Combinator backed team of Shubham and Parth Ajmera hit #4 with 120 votes on Aug 25 with a product that mines live agent conversations for silent failures, behavior drift, hallucinations, user frustration, hidden feature requests and churn signals, then clusters them into patterns with the underlying transcripts attached. It connects in three lines of code or over OpenTelemetry and claims over a million messages processed daily. The competitive set it lands in is Langfuse, Latitude, Raindrop, Align AI and Cekura, so the differentiator being sold is not tracing but the churn and feature-request read on top of it.
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