Evaluating LLM Prompts and Outputs

You'll move past simple pass/fail string checks to evaluate complex LLM outputs: separate format, structure, and semantics; verify shapes and syntax with Regex Match and Valid JSON; evaluate meaning with an LLM judge when deterministic checks fall short; and build reusable prompt templates with named variables to test diverse inputs at scale.