2026
Preprint / Working Paper
Vibe Coding in Software Development: A Multivocal Literature Review
Short-term productivity or time-to-prototype gains were reported in 21 of the 47 included sources.
arXiv
- Rapidly Built Software
- AI-Assisted Development
Evidence note
A large international developer survey covering AI-tool adoption, attitudes and reported development behaviour.
49,009 retained survey responses from 177 countries overall. Specific AI questions used different response bases.
Why it matters. Lornets interpretation.
High adoption does not imply high confidence in generated output. Verification can remain commercially and technically relevant even when AI-assisted development becomes routine.
This is the Lornets reading of the source, not a finding of the source itself.
Framework domains
Where this applies
Last verified 2026-08-11
2026
Preprint / Working Paper
Short-term productivity or time-to-prototype gains were reported in 21 of the 47 included sources.
arXiv
2026
Conference Paper
The lower-experience-proxy group submitted 2.15 times more commits per pull request.
23rd International Conference on Mining Software Repositories (MSR 2026), Mining Challenge
2026
Controlled Experiment
Across the combined experiments, developers with AI assistance completed approximately 26.08% more development tasks.
Management Science
2025
Controlled Experiment
Developers took approximately 19% longer when AI tools were available in the studied setting.
METR