Early Adoption of Agentic Coding Tools by GitHub Projects
Agentic coding tools are increasingly capable of generating and submitting pull requests (PRs) to software projects, introducing new forms of human-agent collaboration in software development. While prior studies have examined PR-level outcomes of agent-generated contributions, less is known about how agentic coding tools are adopted and managed at the project level. In this paper, we analyze 25,264 agentic PRs from 2,361 popular GitHub repositories to investigate (1) the adoption of agentic coding tools, (2) project-level agentic PR productivity, and (3) human-agent collaboration patterns. Ou
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 29%Hmbown/CodeWhale →
“Possibly related via embedding similarity 0.64 (not asserted). Timestamp check: artifact slightly before paper (-13d).”
- PossiblePossibly related (embedding) · 67%Open-source agent framework crosses 50k stars →
- PossiblePossibly related (embedding) · 61%GitHub's former CEO launches a distributed Git network built for the agentic coding age - MSN →
- PossiblePossibly related (embedding) · 63%Git was built for humans — agents need an upgrade →
- PossiblePossibly related (embedding) · 49%Slack is launching collaborative vibe-coding channels →
- PossiblePossibly related (embedding) · 56%Slack Code taps into collective vibe, puts AI agents into the group chat →
- PossiblePossibly related (embedding) · 50%Microsoft Teams will now integrate with GitHub to help you manage developer projects - TechRepublic →
- FuzzySimilar title/name (fuzzy) · 59%ikaijua/Awesome-AITools →
“Fuzzy title match (0.73): “Early Adoption of Agentic Coding Tools by GitHub Projects” ≈ “ikaijua/Awesome-AITools””