We Built an Agent That Analyzes Itself — Here’s What We Learned

When your Agent’s footprints become team insights, something interesting happens. The Problem Nobody Talks About Your team builds an AI Agent. It works great. People use it every day — in Slack, in DingTalk, in Discord. Then what? The conversations vanish into chat history. The queries disappear after execution. The insights stay trapped in individual sessions. Over time, nobody can answer: What questions do people ask most? Where does the Agent fail repeatedly? What patterns hide in thousands o