Gist: The post argues that AI agents fail in real production because they lack organizational context, not because of model quality. It says demos impress, but real workflows need human knowledge, escalation, and workflow mapping to survive.
Signal reason: The post highlights missing organizational context and inadequate capability in real workflows.
