Shared State vs Isolated State: The Architectural Decision That Defines Your AI Agents

When you build a multi-agent system, you aren't just writing code; you are designing a digital brain. The most critical decision you make in this process isn't which Large Language Model (LLM) to use—it’s how you manage the State. Think of state as t...