The Cold Start Was Never the Container. It Was the Model.
GKE Pod snapshots restore a loaded model in seconds instead of reloading weights. The catch is the compatibility key that decides which pod can restore.
Independent reporting on Kubernetes, cloud-native infrastructure, virtualization, storage, and security. For engineers and platform teams.
GKE Pod snapshots restore a loaded model in seconds instead of reloading weights. The catch is the compatibility key that decides which pod can restore.
DeepSeek runs 3 million agent sandbox environments a day. Its new paper shows what breaks at that scale, and why an agent sandbox fleet is infrastructure.
Oracle sent a force majeure notice on Project Jupiter over power delays. The AI data center power problem just became a lease clause.
AI data center power is now the binding constraint. NVIDIA qualified the batteries, and a Memphis site shows the scale of the fix.
Anthropic committed $11.6 billion to CPU workloads for AI agents at Akamai instead of GPUs. The agent loop, not the model, is where the bill lands.
Oracle filed a force majeure notice on its 2.45 GW Project Jupiter campus after pipeline permits stalled. Power delivery is the new risk.
NVIDIA open sourced NodeWright, a Kubernetes native tool that patches GPU node fleets without killing long training runs.
DOE is funding reconductoring of 1,500 miles of transmission and grid-enhancing tech on 21,000 more, unlocking 23 GW of capacity.
WhiteFiber Continuum joins two data centers 83 kilometers apart into one distributed GPU supercluster, pushing inference past a single campus.
Anthropic is in early talks on a data center lease for up to a gigawatt of capacity from Stream Data Centers, stepping past the hyperscalers.
Independent analysis of cloud-native infrastructure, Kubernetes and data center economics. No vendor spin.