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.

The Essential Toolkit for building Internal Tools and admin panels with Ruby on Rails

01Result

avo-hq/avo ↗

avo-hq/avo AI coding statistics: 16.8%

of 493 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

16.8% agent · top contributor 43.4%7 contributors

team

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

agent commits

410

other considered commits

agent contributors

43.4%

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

83assisted

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: 53.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Cursor Agent	Anysphere	43	8.7%
Claude Code	Anthropic	39	7.9%
GitHub Copilot	GitHub	1	0.2%

03Evidence

Inspect the matches

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

Matched commit samples

98cc0199 on GitHubAdd display formats for number fields (#4739)Cursor Agent
c7e99797 on GitHubUnify WYSIWYG and code fields behind a collapsable show wrapper (#4724)Cursor Agent
3511ab94 on GitHubTrust resolved translations verbatim (#4639)Cursor Agent
6104eed3 on GitHubfix(ci): unbreak the TailwindCSS integration test on json 3 (#4793)Claude Code
1cd4974b on GitHubfix: discard filters the resource no longer declares (#4787)Claude Code
d515470e on GitHubfix: stop packaging stray files from app/assets/builds (#4785)Claude Code
ec1b6c32 on GitHubchore: improve CSP (#4335)GitHub Copilot

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	584
Merge commits removed	−13
CI / dependency bots removed	−78
Considered	493

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 →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 avo-hq/avo

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	6.1%	33
2026-03	10.3%	97
2026-04	4%	50
2026-05	6.9%	58
2026-06	14%	86
2026-07	29.8%	84
2026-08	28.6%	70
2026-09	53.3%	15