>Rather than becoming defensive, Masad and his team owned the problem. In fact, says Masad, within two days, they rolled out an automatic safety system that separates a user’s “practice” database from their “real” one. The way Masad describes it, it’s a little like having two versions of a website’s filing cabinet — the AI agent can experiment freely in a development database, but the production database, which is the real thing that users interact with, is completely walled off.

I gotta wonder who the median techcrunch reader is if the writer/editor felt it necessary to explain the point of having a staging and prod environment, and with such a pointless analogy. We surely cannot understand what a database is unless we're told it's like a filing cabinet, right?