One trick, even though it doesn't "lock it down" the same way, is to use a minimalist launcher. Check out OLauncher. It is a text-based launcher, it only has room for a few apps on the homepage, and it discourages fiddling with your phone.

https://github.com/tanujnotes/Olauncher?tab=readme-ov-file