#ai

• Rendering real Android Automotive devices on a server: Cuttlefish and an AI-first testing portal Jun 21, 2026

  How I run real AAOS devices headless on a bare-metal box with Cuttlefish, stream them live into the browser, and drive the whole thing from an API so an agent can test apps at scale. The setup, the architecture, and how it fits together.