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How We Ran 28 AI Agents on a Single Server (And What Broke)

DEV.to AIΒ·April 15, 2026

This article details an experiment where a company deployed 28 AI agents, each isolated in Docker containers, on a single server to assist every human employee. The setup involved a Controller agent managing the fleet and a shared knowledge base, but the experiment quickly faced challenges like memory overflow due to redundant long-term storage.

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