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 official Nextcloud installation method. Provides easy deployment and maintenance with most features included in this one Nextcloud instance.

01Result

nextcloud/all-in-one ↗

nextcloud/all-in-one AI coding statistics: 15.9%

of 529 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

15.9% agent · top contributor 61.9%6 contributors

team

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

agent commits

445

other considered commits

agent contributors

61.9%

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

32assisted

52autonomous

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: 35.8%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	58	11%
Claude Code	Anthropic	26	4.9%

03Evidence

Inspect the matches

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

Matched commit samples

979c67dc on GitHubfix grammarGitHub Copilot
b03f28cb on GitHubfix(Mastercontainer): exit daily-backup.sh early if restore is runningGitHub Copilot
4f36f8a0 on GitHubfeat(borgbackup): add --noxattrs option to borg extract commandGitHub Copilot
b59c8012 on GitHubRemove migration code for the aio-interface session cookie renameClaude Code
0f2b54e7 on GitHubFix snap-to-AIO migration docsClaude Code
6fc913bc on GitHubeurooffice should only get enabled on new instancesClaude Code

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	1,377
Merge commits removed	−564
CI / dependency bots removed	−284
Considered	529

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 →PHP AI coding statisticsCompare evidence across PHP 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 nextcloud/all-in-one

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	59
2026-03	1.7%	58
2026-04	28.9%	142
2026-05	13.8%	58
2026-06	35.8%	81
2026-07	8.6%	35
2026-08	1.3%	76
2026-09	5%	20