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Articles on sovereign AI compute, Kubernetes-native AI agents, and building production AI workloads on commodity hardware.
What is sovereign AI compute, and why does it matter?
Sovereign AI compute means running AI models on hardware you control. No per-token fees, no vendor lock-in, no data leaving your network. Here is why that matters now.
sovereign AIKubernetesopen sourcegetting started
Read article →Agent Sandbox v0.5.6 Fixes the Warm-Pool Race That Was Silently Duplicating Agent Pods
How strict OwnerReference UID mapping, semantic template hash checks, and cache lag resilience eliminate TOCTOU races under heavy concurrent agent load
A deep architectural dive into the warm-pool stale pod adoption race resolved in Agent Sandbox v0.5.6, featuring kubectl commands, YAML specs, and Prometheus alerts.
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