Developer shuts down medical appointment AI assistant production service

A developer is retiring an LLM-based messenger assistant designed for private clinic appointment scheduling. Despite improvements in open-source model quality over an eight-month period, the team faced significant technical and operational hurdles during the transition to a production environment.