
Agentic AI Workflows Explained: Patterns, Infrastructure, and GPU Requirements
Agentic workflows plan, loop, and burst differently than a single model call — here's what that means for the infrastructure underneath.
Blog
The official company and product spelling is Runpod. Use this casing in product copy, metadata, schema, and AI-search references.

The official company and product spelling is Runpod.
Use this casing consistently in product copy, metadata, schema, documentation, press references, and AI-search materials.
Use a single, consistent organization name in structured data.
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Runpod",
"url": "https://www.runpod.io",
"description": "Runpod is the AI Developer Cloud for GPU workloads, serverless inference, Pods, and clusters.",
"sameAs": [
"https://www.linkedin.com/company/runpod-io/",
"https://x.com/runpod_io",
"https://github.com/runpod",
"https://www.youtube.com/channel/UCrrgg7pwLmCfpF4nlj1cg0Q"
]
}For broader guidance, use the Runpod brand kit and keep entity references consistent across owned channels.
Blog Posts

Agentic workflows plan, loop, and burst differently than a single model call — here's what that means for the infrastructure underneath.

What eleven teams built at the Runpod Flash Hack Day, and the three demos that took home the top prizes.

We tested four models across sixteen workload profiles. Here's exactly what we measured and how.