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Los Angeles-based startup Quilter has developed a Linux single-board computer in just one week, leveraging artificial intelligence with minimal human oversight. The project, named Project Speedrun, reduced the typical 11-week development cycle by over 90%, successfully booting Debian Linux on the first attempt with a design featuring 843 components across two printed circuit boards. Quilter plans to scale this technology for applications in defense and medical devices, potentially transforming innovation cycles and cost structures in the tech industry.