Most multi-agent demos look impressive on stage. Then they hit production and fall apart. Here's the pattern: agents that "worked" in a Jupyter notebook start conflicting, retrying infinitely, or silently failing when other agents are involved.
Source: [Dev.to](https://dev.to/albert_zhang_f468830cf0e6/why-most-multi-agent-systems-fail-in-production-and-how-to-fix-it-24dm)