Multi-agent demos are easy; production is brutal. I’m pulling back the curtain...

https://holdensinsightfulblogs.wordpress.com/2026/05/17/observe-ai-companion-agent-reality-vs-the-marketing-deck/

Multi-agent demos are easy; production is brutal. I’m pulling back the curtain on the real mess behind the scenes—specifically those recursive tool-call loops that kill your latency budgets