multi-agent
architecture
state-management
ai-agents
Multi-Agent Shared State: Do You Need a Message Queue or Is a Flat File Enough?
When each agent runs in isolated sessions with no persistent memory, how do you keep shared state consistent across agents — without race conditions, stale reads, or overengineering?