Hardware-Aware LLM Selection: Turning Model Choice Into an SRE Discipline
Why teams need reproducible model-to-hardware routing policies as local inference and heterogeneous fleets expand.
Marcus Wright
Cloud infrastructure and DevOps practitioner. Kubernetes, FinOps, and supply chain security.
143 articles
Sovereign AI Procurement in 2026: Building an Evaluation Stack Before Rollout
A practical framework for governments and regulated enterprises evaluating domestic AI models for broad internal deployment.
Sovereign On-Prem LLM Programs Are Entering the Production Phase
Enterprise announcements around Qwen-class on-prem models show a shift from experimentation to governed, costed, and auditable internal AI platforms.