AI on Intel MacBook laptop uses webcam and mirror to rewrite and debug its own AMD Radeon driver code live and direct — without a programmer in the loop

Linux developer Justin Schroeder built a setup with an old Intel MacBook, a mirror, and a webcam so an AI agent could check the results of AMD Radeon driver edits in Omarchy Linux. The camera looks at the screen reflection, and the agent sees rendering artifacts without programmer involvement.

• Webcam and mirror replace programmer's eyes during Radeon driver tests
• Agent sees distortions, flickering, and incorrect resolutions on screen
• Setup runs in the open Omarchy Linux distribution
• Scalability of the method and full autonomy are unconfirmed