Production architecture & security

The work that separates something that demos well from something that holds when real people depend on it.

What has to be true before an AI-built app can carry real users?

Before real users arrive, an app needs data designed to outlast its first screen, permissions enforced on the server, tests over the journeys that cost you customers, a rehearsed way back from a bad release, and a named person who answers when it breaks.

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