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Trace and evaluate TrueFoundry AI Gateway traffic in Arize AX

Blog post from Arize

Post Details
Company
Date Published
Author
Aaron Winston
Word Count
1,161
Company Posts That Month
22
Language
English
Hacker News Points
-
Summary

Enterprises are increasingly moving AI applications into production, necessitating efficient monitoring and evaluation of model calls across various providers without embedding vendor-specific SDKs. TrueFoundry addresses this by integrating its AI Gateway with Arize, creating a unified execution boundary for model and agent requests, while Arize acts as the system of record for tracing and evaluating these requests. This setup allows for consistent policy enforcement, routing decisions, and telemetry generation, transforming AI systems from disparate scripts to cohesive infrastructure. Arize's tracing captures the end-to-end sequence of operations, enabling comprehensive evaluation and monitoring through human and automated feedback mechanisms. The partnership leverages OpenTelemetry to seamlessly connect execution and observability, facilitating rigorous management of LLM applications akin to distributed services, thus supporting scalable, production-grade AI infrastructure.

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