Multi-agent demos look great until they hit prod. Real systems often get...

https://www.mediafire.com/file/d2lht129h5l36n8/pdf-16425-94205.pdf/file

Multi-agent demos look great until they hit prod. Real systems often get trapped in expensive tool-call loops that drain your budget. I’m sharing the engineering reality of scaling agents—no vendor fluff, just the infra logic that keeps them stable.