The Hidden Cost of Running LLM Applications at Scale

This article discusses the common problem of LLM production costs escalating unexpectedly, explaining that the cause is not the direct model cost but rather early design decisions. A key mistake identified is using a single expensive inference endpoint for all request types, without optimization.