Multi-agent systems look great in demos until you hit infinite tool-call loops....

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

Multi-agent systems look great in demos until you hit infinite tool-call loops. Real production requires deep tracing and hard execution limits, not more orchestration hype. Stop treating non-deterministic agents like magic black boxes