AI agent dashboard displaying complex loops and interface nodes.

InfrastructureJuly 17, 2026

Agents Think in Milliseconds, Legacy Infrastructure Doesn't. LinkedIn, Walmart and Zendesk Shared How They Closed the Gap at VB Transform 2026

Summary

Legacy infrastructure, not the models themselves, is what's actually slowing AI agent down.

Why It Matters

The adoption of AI agent highlights the need for optimized legacy infrastructure to support real-time processing, underscoring the importance of modernizing outdated systems.

Referenced Coverage & Sources

Agents think in milliseconds, legacy infrastructure doesn't. LinkedIn, Walmart and Zendesk shared how they closed the gap at VB Transform 2026

VentureBeat•Jul 17, 2026

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