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.

A fully functional AI Agent desktop client that supports Webui access and can be creatively customized and expanded!

Stack-Cairn/LiveAgent ↗

Stack-Cairn/LiveAgent AI coding statistics: 26.6%

of 1,096 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
26.6% agent · top contributor 67.5%17 contributors
team

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

292
agent commits
804
other considered commits
17
agent contributors
67.5%
largest contributor

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

292assisted
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
2026-054.5%112
2026-060%146
2026-0738.6%567
2026-0827.7%195
2026-0918.4%76

Peak month: 38.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic23121.1%
Cursor AgentAnysphere676.1%

Inspect the matches

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

Matched commit samples

  • c5d642d2 on GitHubfix(chat): 修复回复区原生滚动条拇指拖动被吸回底部 (#773)Claude Code
  • dfb682b4 on GitHubrefactor(ui): unify the layout baseline across dialogs and the transcript Claude Code
  • be86449f on GitHubfix(release): Linux 发布 job 改装官方 protoc,修复 ubuntu-22.04 上 proto3 optional 构Claude Code
  • 56e81aed on GitHubrestyle chat ui (#622)Cursor Agent
  • 60e1e7b4 on GitHubfix(providers): 纯文本模型的工具结果图片降级为说明文字,不再让会话永久失败 (#730)Cursor Agent
  • b3cce1d0 on GitHubfix(providers): 文本类附件改走 Read,PDF 仅官方端点原生内联,修复兼容中转 Invalid request (#727)Cursor Agent

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 window1,461
Merge commits removed−306
CI / dependency bots removed−59
Considered1,096

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

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 Stack-Cairn/LiveAgent

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