Multi-agent systems look great in demos but fail in prod. The real pain?...

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

Multi-agent systems look great in demos but fail in prod. The real pain? Tool-call loops that blow your latency budget. I’m breaking down how to constrain state, manage comms, and debug these workflows. No hype—just the architecture for a stable platform.