**Short Description (237 characters)** Multi-agent systems look great in demos...

https://www.foxtrot-bookmarks.win/everyone-talks-about-multi-agent-ai-like-it-s-magic-but-production-is-a

**Short Description (237 characters)** Multi-agent systems look great in demos until the first tool-call loop crashes your budget. Let’s cut through the theory and look at how to actually ship reliable agents