Over the last year, our team has been building a private AI application for clients. The use cases changed from project to project, but the infrastructure underneath them started to look uncomfortably familiar. We needed agents. Then tools for those agents. Then connectors to Microsoft 365 and other systems. Then indexing, retrieval, conversation state, monitoring and permission checks. Every new capability solved a user problem while quietly giving us another component to operate. I saw…