Survey Results
Roles
Writes Ruby
Paid to Write Ruby
Years of Ruby Experience
Prior Programming Experience
Team AI Adoption
AI Tools Used
Attitudes Toward AI (avg, 1–5)
AI is overhyped
1.64
AI tools frustrate me
2.57
AI is limited to boilerplate
2.64
AI makes me anxious
3.79
I have made peace with AI
3.79
AI makes me more capable
3.64