kapynInfrastructure

The CPU Comeback Is Upon Us

Agentic AI is fueling a CPU demand surge that has AWS scrambling for server capacity. AWS engineers are under orders to conserve CPU cycles amid long wait times, as agents spawning sub-agents multiply compute needs beyond GPU inference. For AI developers, this signals a growing bottleneck in CPU-heavy agent workloads like tool calls and orchestration.

IEEE Spectrum·Aug 16, 2026

Opening Kapyn…