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.

⚡ AcePanel - Enterprise server operation and maintenance management panel

01Result

acepanel/panel ↗

acepanel/panel AI coding statistics: 37.8%

of 574 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
37.8% agent · top contributor 82.9%5 contributors
individual

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

217
agent commits
357
other considered commits
5
agent contributors
82.9%
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

213assisted
4autonomous

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
2026-0210.6%198
2026-0320.3%59
2026-0427%37
2026-0533.3%39
2026-0648%25
2026-0778%82
2026-0843.4%83
2026-0996.1%51

Peak month: 96.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic18231.7%
GitHub CopilotGitHub356.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • a7ad6312 on GitHubfix(web): 修复 oxlint 报错并应用 eslint 自动修正Claude Code
  • 31b15c5d on GitHubrevert(website): 站点 Get 与 GetByName 去掉未使用的 contextClaude Code
  • 6dfb07a7 on GitHubrefactor(website): 站点 Get 与 GetByName 传入 contextClaude Code
  • e3f0fabe on GitHub容器终端启动命令不再重定向真实 Shell 的 stderr，修复无交互提示符问题 (#1783)GitHub Copilot
  • 78718db0 on GitHubfeat: info 命令仅首次运行重置密码，后续显示星号，支持 -f 强制重置 (#1669)GitHub Copilot
  • 6a7c856f on GitHubfeat: 网站到期自动关闭 (#1561)GitHub 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 window1,122
Merge commits removed−72
CI / dependency bots removed−476
Considered574

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 →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 acepanel/panel

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