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.

A Cloud Native Batch System (Project under CNCF)

01Result

volcano-sh/volcano ↗

volcano-sh/volcano AI coding statistics: 8%

of 375 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

8% agent · top contributor 63.3%7 contributors

team

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

agent commits

345

other considered commits

agent contributors

63.3%

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

11assisted

19autonomous

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: 13.8%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	22	5.9%
Claude Code	Anthropic	7	1.9%
Cursor Agent	Anysphere	1	0.3%

03Evidence

Inspect the matches

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

Matched commit samples

e8ec6ff9 on GitHubClarify chart releaser pin warningGitHub Copilot
80bee10f on GitHubFix stable release SLSA workflowGitHub Copilot
7ea6ed59 on GitHubPin chart releaser action to v1.5.0GitHub Copilot
ca2d2295 on GitHubtest(vgpu): restructure HAMI-core tests per review feedbackClaude Code
ce87cc41 on GitHubaddress review: drop stale PodMap entries in SubPodClaude Code
fc6ce370 on GitHubfix: correct code formatting with gofmtClaude Code
dfab61ec on GitHubfix(agent-scheduler): skip not-ready nodes in UpdateSnapshot (#5927)Cursor 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	602
Merge commits removed	−207
CI / dependency bots removed	−20
Considered	375

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 →Go AI coding statisticsCompare evidence across Go 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 volcano-sh/volcano

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	10%	30
2026-03	5.9%	34
2026-04	13.8%	58
2026-05	5.7%	53
2026-06	13.8%	65
2026-07	4.8%	84
2026-08	0%	37
2026-09	7.1%	14