Agentic AI Workflows Explained: Patterns, Infrastructure, and GPU Requirements

Jul 11, 2026

RunPod's blog explains that agentic workflows differ from single model calls by planning, looping, and bursting, which affects the underlying infrastructure. The article discusses workflow patterns, infrastructure needs, and GPU requirements for agentic AI systems.

Why it matters: Understanding the infrastructure demands of agentic AI workflows is crucial for developers and enterprises deploying autonomous agents.

Full story at: RunPod Blog ↗