The biggest win is for single-task apps. Many free habit trackers, timers and converters are stuffed with ads or push monthly subscriptions. A homemade version can skip both, and it only has to work for you. It doesn’t need to be polished or commercially viable.
The catch is code quality. AI-written code passed security firm Veracode’s tests 56% of the time last year, and that was for raw AI models without extra safeguards. The weakest results were in areas that matter on a phone, such as attacks that slip harmful scripts into an app. Google says AI Studio runs its own checks on the apps it generates. Even so, it is wise to keep homemade apps away from passwords, banking details or anything sensitive until the tools have a longer track record.
There is a bigger picture too. Google is opening this free front door while narrowing the side door. Since September 30, apps installed through participating stores on certified Android devices must be registered to a verified developer. The rule already applies in Thailand, Singapore, Indonesia and Brazil, and it expands worldwide in 2027. Skipping it means digging into your phone’s developer settings, rebooting and then waiting a full day. Europe is pushing in the other direction: under July rules from the European Commission, Google must open Android to competing AI assistants on equal terms with Gemini from 2027.