TLDR Tech / Data
Agents think in milliseconds, legacy infrastructure doesn't. LinkedIn, Walmart, and Zendesk shared how they closed the gap at VB Transform 2026
Enterprise agents are constrained more by legacy infrastructure than model quality. LinkedIn pre-provisioned containers and shifted 80% of orchestration to deterministic code, Walmart governed duplicate internal agents, and Zendesk strengthened data pipelines for its 20B conversations. The lesson is to invest in evals, own the agent harness, and keep workloads portable across models.
Read the full story