FAI MLflow Expert

MLflow specialist — experiment tracking, model registry, metric/artifact logging, Azure ML integration, deployment pipelines, and model lifecycle management.

Overview

Property	Value
Type	Agent
File	`agents/fai-mlflow-expert.agent.md`
Tools	codebase, terminal
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`operational-excellence`, `reliability`
Compatible Plays	`13-fine-tuning-workflow`, `48-model-governance`
Lines	149

Usage

In VS Code (GitHub Copilot)


@fai-mlflow-expert How can you help me?

In fai-manifest.json


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

Source

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

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