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

https://www.oscarbookmarks.win/multi-agent-hype-ignores-the-operational-reality-of-distributed-systems-if

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.