Agentic Inference in Production: The Four Infrastructure Decisions That Matter
CoreWeave, Friday, September 11th, 2026
Four decisions and six diagnostic questions determine which agentic inference stack fits your workload.
CoreWeave sets out what infrastructure for production agentic inference actually requires, reducing it to four decisions: what you optimize for, what you route on, what you scale on and what you measure.
Six diagnostic questions then determine whether a fully managed, managed-but-configurable or self-managed deployment model fits.
The framework is genuinely useful for teams making this choice, because it separates the decision into answerable questions rather than a general build-versus-buy argument, and the routing and measurement dimensions are the ones most often neglected.