Sentrial
Production monitoring for AI agents with automated failure detection and diagnosis
Sentrial monitors AI agents in production, automatically detecting failure patterns like loops, hallucinations, tool misuse, and user frustration signals in real-time. It diagnoses root causes by analyzing conversation patterns, model outputs, and tool interactions, then recommends specific fixes. Integrates via Python SDK with support for OpenAI, Anthropic, Gemini, LangChain, and CrewAI.
Pricing: Free trial
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