Dataset: 2026-10-27-catalog-ai-v2
Ruleset: b2e8889c66f7
Scanned: 2026-10-27
Window: February–September 15, 2026

Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Source code for xrpl.org including developer documentation

01Result

XRPLF/xrpl-dev-portal ↗

XRPLF/xrpl-dev-portal AI coding statistics: 1.2%

of 984 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

1.2% agent · top contributor 41.7%5 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

agent commits

972

other considered commits

agent contributors

41.7%

largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

12assisted

0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Peak month: 2.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	5	0.5%
GitHub Copilot	GitHub	5	0.5%
Cursor Agent	Anysphere	2	0.2%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

1fc6c6d0 on GitHubEvents page: add 4 upcoming events, swap hero to Swell 2026Claude Code
e452a328 on GitHubadd the shared icon setClaude Code
5021556c on GitHubBDS component polish: link contrast, static cards, uniform CTAs, stacked hClaude Code
8257cf49 on GitHubPotential fix for pull request findingGitHub Copilot
b6a40d32 on GitHubApply suggestions from code reviewGitHub Copilot
54d8b9d1 on GitHubApply suggestions from code reviewGitHub Copilot
4904575a on GitHubFix WebSocket Tool modals so they open on first click and dismiss the overCursor Agent
29ef7b20 on GitHubAdd RebrandButton on top of the shared icon set.Cursor Agent

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window	1,274
Merge commits removed	−266
CI / dependency bots removed	−24
Considered	984

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →JavaScript AI coding statisticsCompare evidence across JavaScript repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli XRPLF/xrpl-dev-portal

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	100
2026-03	0%	67
2026-04	1.4%	69
2026-05	0%	86
2026-06	1.4%	353
2026-07	1.2%	85
2026-08	2.1%	140
2026-09	2.4%	84