Infrastructure for Agentic Workflows | CoreWeave Blog

What this post added

This post defines the unique infrastructure requirements for agentic workflows, contrasting them with traditional inference workloads. It details how agentic applications involve multi-turn tool calls and sequential reasoning steps, leading to different latency, reliability, and cost considerations. The post outlines three core infrastructure needs: performance that holds across the entire chain, scalability that responds to bursty demand, and predictable economics for dynamic workloads.