Android AI Agent Uses Dual Checks Before Risky Actions Like Payments and Deletions

The StareBrain Android agent applies two independent safeguards before any risky action is sent to the user for approval. The first is the language model's own requires_confirmation flag, while the second is a client-side keyword guard that scans button labels and action text for patterns such as send, pay, or delete. Either signal alone is enough to trigger a confirmation dialog, so a miss by the model does not let a destructive action slip through. The developers log which layer triggered each prompt, which helps reveal categories the model systematically overlooks. The keyword list is treated as a living safety net that is expanded as new risky cases surface.