FAI Production Patterns Expert

Production AI patterns expert — hosting selection (Container Apps/AKS/Functions), APIM gateway patterns, streaming SSE, retry/circuit-breaker, health checks, and multi-region deployment for production AI workloads.

Overview

Property	Value
Type	Agent
File	`agents/fai-production-patterns-expert.agent.md`
Tools	codebase, terminal, azure
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`reliability`, `performance-efficiency`, `cost-optimization`, `operational-excellence`
Compatible Plays	`01-enterprise-rag`, `14-cost-optimized-ai-gateway`
Lines	175

Usage

In VS Code (GitHub Copilot)


@fai-production-patterns-expert How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-production-patterns-expert.agent.md"]
  }
}

Source

GitHub: agents/fai-production-patterns-expert.agent.md
Edit: Edit on GitHub →

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