Jul 06, 2025 LLM Evals Course Lesson 3: Building Automated Evaluators Notes from lesson 3 of Hamel and Shreya's LLM evaluation course - implementing automated evaluators, building reliable LLM-as-judge systems, and avoiding common pitfalls.