Multi-agent systems look great in demos but get messy in production. A single...

https://web-wiki.win/index.php/The_CFO%E2%80%99s_Guide_to_Agentic_Reality:_Moving_Beyond_Hand-Wavy_AI_Budgets_92091

Multi-agent systems look great in demos but get messy in production. A single tool-call loop can tank latency and blow your budget. I’m breaking down the engineering reality of agent observability—no hype, just how to stop them from going off the rails.