Evaluation-Driven Development
An AI engineering paradigm whose core principle is to shift task definition from explicit process orchestration to the specification of goals and evaluation criteria. By constructing a quantifiable evaluation framework, the model is guided to optimize autonomously, replacing traditional deterministic workflow design.
Timeline (last 90 days)
The idea of evaluation-driven development is to write evaluations before building a feature and keep going until the evaluations pass.
Find silent failures by evaluation rather than by dashboards: inspecting outputs is necessary but far from sufficient; what really catches the problem is asserting on the shape of the run itself, and that can only be done where you already know beforehand what the run should look like.
All Facts (2)
The idea of evaluation-driven development is to write evaluations before building a feature and keep going until the evaluations pass.
50%UnverifiedFind silent failures by evaluation rather than by dashboards: inspecting outputs is necessary but far from sufficient; what really catches the problem is asserting on the shape of the run itself, and that can only be done where you already know beforehand what the run should look like.
50%