An independent review of 102 apps from F-Droid's September 12 update batch found 74 of them, 72.5%, showed signs of being largely AI-generated, according to an analysis published on tintotint.eu.
The author skipped automated detection and instead inspected each project's commits, code patterns, infrastructure and documentation for what the post calls "AI smells." Ten apps, 9.8%, were hard to categorize, and 18, 17.6%, showed no clear signs of AI involvement, the analysis found.
Indicators included emoji-heavy documentation, visible agent infrastructure in the repository, and commits co-authored by Claude. Some apps disclosed AI use outright; others did not. The analysis flagged one prolific developer, brandonp2412, maintaining multiple apps that appeared entirely AI-generated under different namespaces, and found four of five Codeberg-hosted apps in the batch appeared to violate that platform's AI-use policy.
F-Droid distributes free and open-source Android apps and has built trust on the premise that its catalog is inspectable, community-vetted software. A batch where nearly three-quarters of new entries show AI-generation signals is a data point worth watching for any store, package index or registry that relies on the assumption that a listing was written and reviewed by the person who published it.