Building for the new developer
summary
A large empirical study of more than 2,400 developers finds about 43% report an AI skill threat—fear their careers or skills are at risk—and higher personal or team use of Copilot-style generative coding tools does not reduce that fear. Teams high in contest culture roughly double that risk via increased impostor feelings, while teams scoring on developer thriving (learning culture, agency, belonging, self‑efficacy) cut the effect substantially. Study preregisters methods, shares measures openly, and reached ~30% women.
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chapters (12)
- 0:00Building for new developers
- 1:44Brilliance trap in teams
- 8:49Ancient homework tablet translation
- 9:10AI skill threat research
- 12:04AI skill threat impact
- 14:36Developer thriving and safety
- 17:27Thriving culture reduces AI threat
- 20:19Learning culture boosts effectiveness
- 22:27Research project journey
- 24:12AI adoption equity gaps
- 26:17Research key takeaways
- 27:41Future of developer science
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