As multi-agent systems move to production, managing persistent state and data lineage across independent tools is a critical engineering bottleneck. This session explores the architectural gaps in current agent workflows and introduces an open-source approach to building structured, tiered datastores using the Model Context Protocol (MCP).
We will present the concept of an "agent-native data layer" and the "datapack" framework—designed to decouple and layer data specifically for multi-agent environments. Attendees will learn how an open-source MCP server can act as a unified abstraction layer to securely bridge public and proprietary data. You will walk away with actionable design patterns to ensure independent tools seamlessly retain state and context without vendor lock-in.
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Presentation Language: Japanese
Captioning will be available for attendees in 50+ languages through Wordly. See instructions in each room to utilize captioning.
