PokeClaw: First Working App Using Gemma 4 to Autonomously Control an Android Phone — Fully On-Device, No Cloud

r/LocalLLaMA·medium signal

PokeClaw runs Google's Gemma 4 model directly on an Android device to autonomously navigate and control apps — no server component, no cloud API. Privacy is architectural, not policy-based: the model literally runs locally. Demonstrates that sub-30B parameter models can now drive practical computer-use agents on mobile hardware, not just in cloud sandboxes. 85 upvotes on r/LocalLLaMA with active discussion about on-device agent viability.