
What a Kubernetes AI benchmark measured, and what it did not
Read-only cluster context cut mean time to a Kubernetes diagnosis from 191 seconds to 64. Correct diagnoses went from 45 of 50 to 46. What you buy with that…

Read-only cluster context cut mean time to a Kubernetes diagnosis from 191 seconds to 64. Correct diagnoses went from 45 of 50 to 46. What you buy with that…

The survey everyone quotes on surprise AI costs has moved, and the stale version is still circulating. The useful part is the join: the system tables and label…

98% of enterprises track AI cost and 11% can forecast it within 10%. The coverage data in the same survey says that is an instrumentation gap, not a modelling…

Surveys keep finding the same gap: nearly everyone is confident their agent controls are sound, and about a third can show it. Three decisions close most of…