Client-side experiences with "AI Pods"?

A discussion on a developer community forum seeks client-side experiences with "AI Pods." The user describes these as models where AI agents execute specific business processes, supported by a small engineering team for setup, maintenance, and quality monitoring. The core question revolves around whether these "Pods" remained lean after initial setup or if they ultimately required more personnel than anticipated.

This discussion is unique in seeking client-side experiences and long-term staffing needs for "AI Pods," unlike most discussions that focus on technical implementation.