Pulse
2026-09-18-v3.0
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.

Win12 Online

01Result

win12-online/win12 ↗

win12-online/win12 AI coding statistics: 11.9%

of 194 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
11.9% agent · top contributor 95.7%2 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

23
agent commits
171
other considered commits
2
agent contributors
95.7%
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

23assisted
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

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%21
2026-030%18
2026-040%26
2026-050%30
2026-062.3%43
2026-070%24
2026-0873.3%30
2026-090%2

Peak month: 73.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic2211.3%
GitHub CopilotGitHub10.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 6433ed2e on GitHubtest(regress): 补齐三处验证缺口——真实拖拽/吸附/标签页、Tauri 契约、explorer.file 菜单Claude Code
  • 30c2a84f on GitHubtest(regress): 浏览器解析改为多来源 + 真实试启动Claude Code
  • 269fe50d on GitHubfix(i18n): 键缺失时保留 HTML 兜底文本，不再显示 [edge.name] 这类占位串Claude Code
  • 394d6774 on GitHubPotential fix for pull request findingGitHub 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 window237
Merge commits removed−13
CI / dependency bots removed−30
Considered194

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 →JavaScript AI coding statisticsCompare evidence across JavaScript 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 win12-online/win12

Scan another repository

Try