Building multi-agent systems often leads to errors compounding at each step due to agents hallucinating off one another's outputs. To mitigate this, developers must ensure grounded handoffs through structured state sharing and a single source of truth, rather than relying on natural language exchanges or complex chains of communication. This approach minimizes drift and ensures that the system operates reliably in production environments.
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