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FAI GenAI Foundations Expert

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

Overviewโ€‹

PropertyValue
TypeAgent
Fileagents/fai-genai-foundations-expert.agent.md
Toolscodebase, terminal
Modelgpt-4o, gpt-4o-mini
WAF Alignmentperformance-efficiency, cost-optimization
Compatible Plays01-enterprise-rag, 03-deterministic-agent
Lines123

Usageโ€‹

In VS Code (GitHub Copilot)โ€‹

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

In fai-manifest.jsonโ€‹

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

Sourceโ€‹


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