Multi-Agent AI Is Having Its Microservices Moment

Multi-agent AI is having the same moment microservices had years ago. The technology is different, but the failure patterns are familiar: unclear boundaries, too many moving parts, latency, ownership gaps, and debugging chaos. The fix is not fewer agents everywhere, but better design, clearer responsibility, and stronger observability.