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.

Cyber Security ALL-IN-ONE Platform

01Result

yaklang/yakit ↗

yaklang/yakit AI coding statistics: 3.5%

of 1,341 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.5% agent · top contributor 27.7%13 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

47
agent commits
1,294
other considered commits
13
agent contributors
27.7%
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

47assisted
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
2026-021.3%79
2026-030.6%169
2026-040.6%180
2026-052.7%188
2026-064%99
2026-074.9%309
2026-084.6%194
2026-098.9%123

Peak month: 8.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere382.8%
GitHub CopilotGitHub110.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • d54ecf13 on GitHubfix: 引擎进程退出不再误报为启动超时 (#4261)Cursor Agent
  • cb3ad916 on GitHubpref: 首页相关定时器优化 (#4259)Cursor Agent
  • cb303698 on GitHubfix: 默认值广播也标记为已应用，避免过期读取覆盖Cursor Agent
  • 9a30e7c0 on GitHubFix/ai filetree duplicate key (#4213)GitHub Copilot
  • 98987181 on GitHubfeat: 优化 AI 对话输入栏、底栏样式，并支持工作区左右拖拽分栏 (#4211)GitHub Copilot
  • 9c5edf7f on GitHubRefactor AI conversation layout to dockable three-column structure (#4184)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 window1,481
Merge commits removed−113
CI / dependency bots removed−27
Considered1,341

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

Continue exploring

GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →TypeScript AI coding statisticsCompare evidence across TypeScript 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 yaklang/yakit

Scan another repository

Try