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What we find in apps built fast

Apps built quickly, whether by a small team or with an AI builder such as Bolt, Lovable or Cursor, tend to fail in the same handful of places once real users, data and money arrive. Most of those failures can be found in a short, focused review and fixed at the root, which is why the usual answer is a stabilization pass, not a rebuild.

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