Insights

Thinking beyond the infrastructure diagram.

Editorial notes. No publication dates — these are living arguments, not a news feed.

• AI InfrastructureDesigning production-ready LLM inferenceInference is an infrastructure program: serving, scheduling, latency budgets, and cost controls — not a model checkpoint.8 min
• PlatformWhy Kubernetes isn't always the answerKubernetes is a platform bet. Treat it as a program with a reason — not as the default shape of every workload.7 min
• AI InfrastructureGPU utilization is an infrastructure problemLow GPU utilization is rarely a hardware shortage. It is a scheduling, batching, and program-design failure.7 min
• DevOpsTerraform patterns for growing engineering teamsTerraform fails at team scale when modules, state, and review are treated as afterthoughts.8 min
• CloudBuilding reliable multi-cloud infrastructureMulti-cloud is a governance and failure-domain design, not a logo on two providers.8 min
• Cloud EconomicsWhere cloud costs actually come fromMost cloud bills are architecture and idle capacity, not the list price of a virtual machine.7 min