DevImprintArticles
Findings from the data, and explanations of how it is produced. Every figure cites the snapshot it came from.
What public commits can tell us about AI assistance
How to interpret observations of AI-assisted public development, including attribution uncertainty, coverage and the limits of comparison.
What this leaderboard cannot see
The coverage gaps and attribution uncertainty behind observed AI-assisted commits, and how to interpret the ranking responsibly.
Which repositories AI-assisted commits actually land in
The public repositories absorbing the most AI-assisted commits in the last 30 days, and why the shape of that list says more than the ranking at the top of it.