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.

Heterogeneous GPU Sharing on Kubernetes

01Result

Project-HAMi/HAMi ↗

Project-HAMi/HAMi AI coding statistics: 2.7%

of 410 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

2.7% agent · top contributor 27.3%8 contributors

team

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

agent commits

399

other considered commits

agent contributors

27.3%

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

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: 12.5%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Gemini CLI	Google	7	1.7%
Cursor Agent	Anysphere	3	0.7%
Claude Code	Anthropic	1	0.2%

03Evidence

Inspect the matches

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

Matched commit samples

c005cbd1 on GitHubchore(e2e): allow concurrent running in one runner (#1918)Gemini CLI
491e3296 on GitHubSync the Chinese and Japanese README with the English version (#1852)Gemini CLI
5b3b0ee1 on GitHubfix: filter device does not work (#1817)Gemini CLI
e6e9ebc0 on GitHub:pencil2: rename DCU(HYGON) to HCU across resources, charts, and docs (#2Cursor Agent
a8dbe878 on GitHubfix(e2e): default helm version from VERSION file instead of v2.4.1 (#1886)Cursor Agent
adb1122f on GitHubFix e2e for HAMi (#1884)Cursor Agent
a7509e80 on GitHubvGPUmonitor: skip devices with invalid UTF-8 UUID during container init (#Claude 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	569
Merge commits removed	−0
CI / dependency bots removed	−159
Considered	410

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 Project-HAMi/HAMi

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	10%	10
2026-03	6.7%	15
2026-04	12.5%	32
2026-05	8.8%	34
2026-06	2.9%	35
2026-07	0%	78
2026-08	0%	159
2026-09	2.1%	47