Most multi-agent demos look great until they hit production. You start with...

https://fernandowehn083.timeforchangecounselling.com/multimodal-ai-in-production-why-your-demo-perfect-agent-is-a-liability

Most multi-agent demos look great until they hit production. You start with clever orchestrations, but eventually you wake up to a massive recursive tool-call loop that shreds your API credits. It is not just about the prompt engineering anymore