FAI GenAI Foundations Expert

GenAI foundations expert — transformer architecture, tokenization, inference optimization (KV cache, speculative decoding), model taxonomy, prompt engineering theory, and evaluation benchmarks.

Overview

Property	Value
Type	Agent
File	`agents/fai-genai-foundations-expert.agent.md`
Tools	codebase, terminal
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`performance-efficiency`, `cost-optimization`
Compatible Plays	`01-enterprise-rag`, `03-deterministic-agent`
Lines	123

Usage

In VS Code (GitHub Copilot)


@fai-genai-foundations-expert How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-genai-foundations-expert.agent.md"]
  }
}

Source

GitHub: agents/fai-genai-foundations-expert.agent.md
Edit: Edit on GitHub →

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