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.

Multipass orchestrates virtual Ubuntu instances

01Result

canonical/multipass ↗

canonical/multipass AI coding statistics: 1.5%

of 2,133 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

1.5% agent · top contributor 32.3%4 contributors

team

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

agent commits

2,102

other considered commits

agent contributors

32.3%

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

21assisted

10autonomous

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: 5.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	31	1.5%

03Evidence

Inspect the matches

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

Matched commit samples

3c0d17f9 on GitHub[docs] Drive-by typo fixGitHub Copilot
c863c9d2 on GitHub[docs] Fix double-spacesGitHub Copilot
273d2cb1 on GitHub[find] Improve table spacing distributionGitHub 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	2,532
Merge commits removed	−329
CI / dependency bots removed	−70
Considered	2,133

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →C++ AI coding statisticsCompare evidence across C++ 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 canonical/multipass

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	158
2026-03	0.4%	511
2026-04	0%	568
2026-05	1%	104
2026-06	3.3%	243
2026-07	5.3%	262
2026-08	1.8%	166
2026-09	2.5%	121