Demos make multi-agent systems look easy, but production is messy. At scale,...

https://reidyxab469.iamarrows.com/beyond-the-hype-agent-orchestration-vs-agent-frameworks-in-2026

Demos make multi-agent systems look easy, but production is messy. At scale, they fall into infinite tool-call loops that wreck latency. Stop trusting magic. Stability requires strict state management and observability