LLM Evaluations: How to Set Up Rubrics, Traces, and Scores

Published August 28, 2026

Learn how to systematically implement AI evaluations to ensure consistent performance and catch regressions. This guide covers the framework for setting up test sets, baselines, and choosing the right graders for your specific use cases. ⏱ Chapters: 0:00 Introduction 0:34 Evaluation Framework 1:58 Core Components 2:49 Live Demo 6:05 Types of Graders 7:40 Use Cases 🔑 Keywords: #AIEvaluations #LLMOps #AI #MLOps #QualityAssurance #RegressionTesting --- Brainforge helps teams design, build, and run AI data systems. Ask your data anything with Snowflake Cortex.