Eval Frameworks and Metrics

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The concept Evaluation is how you decide whether a change should ship. For LLM features, unit tests still matter (parsers, validators, tools), but they are not enough: the model is a moving part, and quality is multi-dimensional. A useful framework combines a fixed case set, automatic checks, human or specialized review for the rest, and a ship rule you write……

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