They will, because you need to know to prompt for (as an example) "a real-time data-tracking and reporting application backed by a column database with logical replication fed by a task queue, having an isomorphic client cached across multiple regions via a CDN."

Without the engineering know-how, your "write me an app that displays data from this source in a dashboard" prompt might work, but it won't be robust and when it doesn't work you won't be able to figure out why.