Question 1
(Topic 1)
An AI engineer is evaluating an underperforming multi-agent workflow built with NVIDIA agentic frameworks. Which analysis approach most effectively identifies optimization opportunities in agent coordination and communication patterns?
Select an option, then click Submit answer.
- ○ Monitor workflow completion times using analysis that subsumes inter-agent communication costs, coordination overhead, and task allocation balance.
- ○ Focus exclusively on individual agent accuracy without analyzing workflow-level efficiency, coordination costs, or overall system throughput.
- ○ Evaluate agents individually, allowing the toolkit to automatically infer interaction effects, communication patterns, and emergent behaviors from coordination.
- ○ Trace agent interaction patterns using observability features, measure communication overhead, identify redundant operations, and analyze task distribution efficiency.