When AI Works but the Service Still Fails: The New SRE Challenge

added blog IT, Cloud, Software and Technology

2026-08-14 11:09:14 -

Generative AI applications often look impressive in demos and controlled tests. The real operational challenge begins after deployment. A model may suddenly become slower, retrieval quality may decline, token consumption may spike, or a prompt change may cause unexpected outputs even though the infrastructure itself is healthy. Traditional monitoring can tell teams whether a service is online....

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