Multi-agent demos look great until your production environment hits a wall....

https://www.4shared.com/office/7XfROg4-ku/pdf-17514-15392.html

Multi-agent demos look great until your production environment hits a wall. Agents often fall into infinite tool-call loops that wreck your token budget. Forget the hype—building these systems requires brutal state management and real observability.