VibeServe

VibeServe: AI Agent-Driven LLM Serving System Design

Definition

A system or framework that enables AI agents to autonomously design, architect, and build custom LLM serving infrastructure tailored to specific requirements and workloads.

Examples in the Wild

  • Example 1:Agents designing multi-GPU serving clusters
  • Example 2:Agents optimizing inference latency configurations
  • Example 3:Agents generating serving infrastructure code