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Linux developer Justin Schroeder built a setup where an AI agent on an Intel MacBook uses the laptop's webcam and a mirror to visually inspect and debug its own AMD Radeon driver code. The system observes the screen's output to identify rendering artifacts, allowing it to rewrite and test code without a human programmer in the loop.
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