Edit: Holy shit, in 30 minutes I used Claude code to make a simple PDF viewer app, and it totally works. I did have to prompt it through the process quite a bit, including correcting some obvious flubs, but I'm super impressed.
I didn't even have to install the android dev tools because I asked it to generate a Dockerfile in which to do the build, and a simple script to copy the apk out when done :-D