Multi-agent systems look great in demos but collapse in production. I have...

https://www.mediafire.com/file/w1mwidzl7n4sm2q/pdf-32438-87922.pdf/file

Multi-agent systems look great in demos but collapse in production. I have debugged enough silent tool-call loops to know that orchestration overhead is the real bottleneck. Scaling agents requires observability and strict state management