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.

⚠️ Alpha Software - Testers Only

01Result

NuvioMedia/NuvioDesktop ↗

NuvioMedia/NuvioDesktop AI coding statistics: 3.4%

of 2,287 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.4% agent · top contributor 67.9%15 contributors

team

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

agent commits

2,209

other considered commits

agent contributors

67.9%

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

78assisted

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: 13.1%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	67	2.9%
GitHub Copilot	GitHub	7	0.3%
Cursor Agent	Anysphere	4	0.2%

03Evidence

Inspect the matches

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

Matched commit samples

38f596db on GitHubfix(linux): apply Compose's Swing globals before AWT startsClaude Code
cdeb88fc on GitHubfix(linux): update using the package format the app was installed fromClaude Code
a4ba2c15 on GitHubfix(linux): make horizontal wheel and touchpad scrolling workClaude Code
4ab74d96 on GitHubPotential fix for pull request findingGitHub Copilot
0afa968e on GitHubFix and complete Greek (el) translationsGitHub Copilot
cb6fbe4a on GitHubAdd Greek translations for 854 missing UI stringsGitHub Copilot
0b8c15c7 on GitHubImprove Greek (el) localization coverage and accuracyCursor Agent
acaec75b on GitHubShow watched checkmark on player episode list rows.Cursor Agent
0342070f on GitHubSync Greek translations with upstream and fix remaining corruptionCursor 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	2,958
Merge commits removed	−661
CI / dependency bots removed	−10
Considered	2,287

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 NuvioMedia/NuvioDesktop

Scan another repository

Try

Month	Agent share	Considered commits
2026-03	0%	134
2026-04	0.4%	507
2026-05	0.4%	461
2026-06	3.1%	350
2026-07	13.1%	328
2026-08	5.5%	326
2026-09	1.1%	181