ChipsSeptember 10, 2026via Pragmatic Engineer
The Pulse #191: a new trend of CPU shortages
Why it matters
AI workloads are reshaping cloud compute economics and creating new bottlenecks. CPU availability is tightening, forcing practitioners to rethink capacity planning and reservation strategies this cycle.
Key signals
- CPU shortages emerging as new trend in compute-intensive services
- Recommendation to reserve compute capacity proactively
- Shift in cloud economics driven by AI demand
- Engineers losing operational touch as AI automates incident response
- Post-COVID unicorn funding cycle contracting
The hook
CPU shortages are back. For the first time since the cloud wars, compute-intensive services need to reserve capacity now—not next quarter.
For compute-intensive services: it’s worth reserving more compute now. Also: growth dreams end for more COVID-era unicorns, engineers losing touch with systems when AI handles incidents, and more