Cha, Badea, Baym, Bird, Butler, Murphy-Hill, Hadley. The Activity-Outcome Gap: Why AI Does Not Solve Software Engineering. In submission, 2026. The 30 interviews; a link will appear here when the paper is public.
Why aren't we shipping faster now?
AI, activity, and outcomes in software engineering. A talk at UC Irvine, October 2026. Video and slides.
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