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 open source menu bar manager

01Result

thaw-app/Thaw ↗

thaw-app/Thaw AI coding statistics: 3.5%

of 1,345 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.5% agent · top contributor 36.2%8 contributors

team

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

agent commits

1,298

other considered commits

agent contributors

36.2%

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

35assisted

12autonomous

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: 18.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	27	2%
GitHub Copilot	GitHub	20	1.5%

03Evidence

Inspect the matches

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

Matched commit samples

3476cbf8 on GitHubtest: migrate suite to Swift Testing and raise coverage (#861)Claude Code
5c651301 on GitHubtest(settings): unblock GeneralSettings and AdvancedSettings, and cover thClaude Code
8ebc448a on GitHubfix(logging): don't abandon log rotation on one failed removalClaude Code
bbff8f71 on GitHubfeat(onboarding): enhance onboarding experience and app icon management (#GitHub Copilot
7703a583 on GitHubfix: lower issue triage integrity threshold for issue content accessGitHub Copilot
47ea5dbb on GitHubInitial planGitHub 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	1,376
Merge commits removed	−19
CI / dependency bots removed	−12
Considered	1,345

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 →Swift AI coding statisticsCompare evidence across Swift 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 thaw-app/Thaw

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0.2%	415
2026-03	6.3%	95
2026-04	1.6%	318
2026-05	3.9%	207
2026-06	2.8%	36
2026-07	18.3%	142
2026-08	0%	77
2026-09	0%	55