Comment by NotPractical

Google could easily put an end to that if they wanted. Just block adb access from the loopback address and VPN. I'm surprised this isn't already in place. The setup flow for those apps you're referring to is awkward enough that it's clear it was never intentional to be able to access adb on-device.