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Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale

Meta details its AI agent platform for hyperscale capacity efficiency. This system automates finding and fixing performance issues across infrastructure, saving power and freeing up engineers for innovation. The agents leverage encoded domain expertise via a unified tool interface to optimize operations.

Meta Engineering·Apr 16, 2026

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Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale — Kapyn