Adding more agents to a workflow often increases operational complexity rather than intelligence. The core failure lies in coordination, where individual capabilities clash without a structured framework. SiliconANGLE notes that enterprises now prioritize orchestration over raw agent count. This shift forces developers to build tighter communication protocols to prevent agentic chaos in production.