MLflow 3.9: Track Agent Cost, Latency, & Quality with the MLflow Agent Dashboard

Building agents is just the beginning—understanding and improving them is the real challenge. Serena Ruan introduces the MLflow Agent Dashboard, a unified solution to peek under the hood of your complex AI agents. Deep Visibility at a Glance: 📌 Usage: Monitor request volume, latency, and token costs in real-time. 📌 Quality: Get a high-level summary of your agent's reliability based on predefined scorers. 📌 Tool Cost (coming in 3.10): See exactly how your tools are being utilized to pinpoint failures or bottlenecks. Stop guessing how your models, tools, and prompts are performing. Get the full picture of your agent’s health, performance, and cost today.