Orchestrating Multi-Agent Systems in Production
Moving from a single agent demo to a team of multiple agents collaborating in production introduces several challenging issues.
Critical Orchestration Challenges
- State Management: Ensuring agents share a common, versioned state database.
- Infinite Loops: Detecting when two agents are stuck in an unproductive conversational ping-pong.
- Cost Controls: Implementing token usage thresholds and absolute runtime cost caps.