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In this interview from FinOps X 2026, Peter Irwin, vice president of global partnerships and alliances at ScaleOps, joins theCUBE's John Furrier and theCUBE Research's Paul Nashawaty to discuss how autonomous resource management is helping enterprises tame the exploding infrastructure costs of agentic AI. Irwin notes that within his customer base, agent deployments have surged from a few thousand to tens of thousands in just six months — each agent triggering cascading calls to LLMs, microservices and other services, generating a spiral of compute no human te...Read more