MLflow Demo: Automatic Issue Detection for AI Agents

In this demo, we walk through Automatic Issue Detection in MLflow, a new AI-driven Insights feature that replaces hours of manual check and triage to just 3 clicks. Automatic Issue Detection is available today in MLflow 3.11.1+ as part of MLflow AI Insights. To get started: 1️⃣ Trace your LLM application with MLflow to collect the data Issue Detection needs. 2️⃣ Detect Issues by selecting your CLEARS categories and running analysis against your traces. 3️⃣ Triage and resolve findings through the structured issue lifecycle—Pending, Resolved, or Rejected. Learn more: https://mlflow.org/blog/issue-detection