rakyll says agentic workloads are hitting a new CPU bottleneck

rakyll · x · 2026-07-29

rakyll says she will spend the next 100% of her time on compute problems in the agentic stack.

She argues that over the last 12 months, CPU scarcity has become a new bottleneck, and that the stateful nature of these workloads has invalidated assumptions the industry has relied on for the past 15 years. Her conclusion: it is time to rethink and rebuild the stack.

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