Question 30
Scenario: Multi-Agent Research System
A coordinator agent delegates to specialized subagents — web search, document analysis, synthesis, report generation — to research topics and produce comprehensive, properly cited reports.
Read the full scenario lessonThe document analysis agent has a single analyze_documnet tool that takes a document and a free-text instruction parameter. During evaluation, requests like “extract the key financial metrics” often return narrative summaries, while “summarize the methodology” sometimes returns raw data tables. The synthesis agent reports that 35% of analysis results require re-requests with clarified instructions. What’s the most effective way to improve reliability?