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You can just spin up a Next.js project complete with API calls and ready to go forms. Pick a full stack framework and go with it, there are several.
The larger reason that there is separation between front and back end though is that there is intentional decoupling between them because the backend might also be responding to requests from native applications, or other servers.
Hell, what you're describing with Gui based application builders also exist everywhere. That's basically airtable or salesforce or flutterflow, and guess what, those applications all kind of suck because a form is not as standard as you think. In a good application, there will always be customized design, flow and logic that happens to capture user input on the frontend, and on the backend there are a myriad of reasons to optimize different databases for different things. Look at the limitations you run into with Salesforce and Airtable databases because every database needs to have a whole plethora of features just to support the frontend Gui interface to manipulate them. I mean if you just want a flat form use Google forms, if business logic starts connecting some of the fields with complicated relationships and flows then suddenly things aren't so standard.