From a Chat Window to a Service

AudienceProduct-minded engineers, IT specialists, AI project owners, technical founders

OutcomeInspect service boundaries: access, formats, logging, overload behavior, and what the model must not do alone.

Time14 min

A model in a chat window serves one interactive user. A service endpoint allows another application to submit requests and receive responses. Once a model is used as a service, questions appear that a chat demo does not answer:

who can call it,
how many requests can be handled,
how failures are returned,
whether data is logged,
how an update is controlled.…