Eval-Driven Development

Eval-Driven Development

Summary

Build a real eval suite from zero with Evalite — deterministic checks, LLM-as-judge, and the data flywheel that turns user feedback into a system that improves itself. The unit tests for probabilistic software.

Loading Evals Are the Unit Tests of AI…
Loading The Demo-to-Production Gap…
Loading Setting Up Evalite…
Loading Deterministic Evals…
Loading LLM-as-a-Judge…
Loading Human Evaluation…
Loading Building a Representative Dataset…
Loading Scoring Strategies…
Loading Local, CI, and Daily Runs…
Loading The Data Flywheel…
Loading Evals as a Regression Net…
Loading Eval-Driven Development in Practice…
Loading Building Your Eval Suite…
Loading About Roger…

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