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.

Your favorite self-hostable alternative to Google Timeline (Google Location History)

01Result

Freika/dawarich ↗

Freika/dawarich AI coding statistics: 0.8%

of 1,677 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

0.8% agent · top contributor 28.6%7 contributors

team

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

agent commits

1,663

other considered commits

agent contributors

28.6%

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

14assisted

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: 3.9%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	9	0.5%
GitHub Copilot	GitHub	5	0.3%

03Evidence

Inspect the matches

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

Matched commit samples

89472920 on GitHubWarn at startup when RAILS_ENV=development on a self-hosted instanceClaude Code
34acc51b on GitHubfix(i18n): fill the missing Simplified Chinese keysClaude Code
49ab7646 on GitHubfix(i18n): polish Simplified Chinese wordingClaude Code
f048ca1c on GitHubtest: check the rawSignals point exists before asserting on itGitHub Copilot
e950ab8f on GitHubUpdate app/javascript/maps_maplibre/utils/route_segmenter.jsGitHub Copilot
bfabe1a1 on GitHubUpdate app/javascript/maps_maplibre/utils/route_segmenter.jsGitHub 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	2,576
Merge commits removed	−827
CI / dependency bots removed	−72
Considered	1,677

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 →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 Freika/dawarich

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	3.9%	103
2026-03	0%	126
2026-04	0%	92
2026-05	0.3%	344
2026-06	2.4%	127
2026-07	0.4%	279
2026-08	0.5%	381
2026-09	1.3%	225