FAI AI Infra Expert

AI infrastructure expert — GPU compute sizing (A100/H100), VRAM estimation, model serving (vLLM/TensorRT-LLM/Triton), AKS node pool design, PTU vs PAYG cost modeling, and quantization strategies.

Overview

Property	Value
Type	Agent
File	`agents/fai-ai-infra-expert.agent.md`
Tools	codebase, terminal, azure
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`performance-efficiency`, `cost-optimization`, `reliability`
Compatible Plays	`02-ai-landing-zone`, `12-model-serving-aks`
Lines	107

Usage

In VS Code (GitHub Copilot)


@fai-ai-infra-expert How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-ai-infra-expert.agent.md"]
  }
}

Source

GitHub: agents/fai-ai-infra-expert.agent.md
Edit: Edit on GitHub →

Auto-generated from the FrootAI primitive catalog . Last updated: 2026-04-20.