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How to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)

Name: How to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)
Description: Fifty-five minutes that treat evaluation as engineering: define metrics, write unit tests for prompts, use LLM-as-judge carefully, and track regressions. The most actionable evaluation resource for people shipping LLM features.

Dave Ebbelaar 55 min EN published 2025-09-04

Why LearnPath recommends it

Fifty-five minutes that treat evaluation as engineering: define metrics, write unit tests for prompts, use LLM-as-judge carefully, and track regressions. The most actionable evaluation resource for people shipping LLM features.

Editorial review dimensions (1–5), assigned by LearnPath editors — not a computed score. Last reviewed 2026-09-12.

What you walk away with

Design an evaluation suite for an LLM feature
Detect regressions between model versions
Avoid common LLM-as-judge pitfalls

Player by YouTube. Watch on YouTube