Multi-Agent Systems in Production
Autonomous agent swarms fail when isolated from shared, consistent state. This paper details the memory substrate and semantic caching techniques required to prevent race conditions and duplicate tool invocations.
Artificial Intelligence 12 min read · Published January 20, 2026
The Distributed Memory Layer for Multi-Agent Enterprise Systems
How to architect shared state, semantic caching, and low-latency memory synchronization across autonomous software agents operating concurrently on enterprise datasets.
S
Soraya Chen
Head of AI Research, Altide
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