Design State for Multi-Agent Systems

Scenario

You are building a multi-agent application where specialized agents collaborate over several turns to complete complex tasks. Agents share context, call tools, hand off work, and may resume partially completed plans after interruptions.

Question

Describe the challenges of maintaining state in a multi-agent system.