Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

jeecgboot/JeecgBoot ↗

jeecgboot/JeecgBoot AI coding statistics: 5.2%

of 173 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5.2% agent · top contributor 77.8%2 contributors
individual

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

9
agent commits
164
other considered commits
2
agent contributors
77.8%
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

9assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%3
2026-030%25
2026-0414.7%34
2026-050%18
2026-060%4
2026-073.8%53
2026-080%25
2026-0918.2%11

Peak month: 18.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic74%
GitHub CopilotGitHub21.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 25f60fff on GitHub【安全修复 GHSA-4c6j-45p9-rhrw】填值规则管理接口缺少权限校验Claude Code
  • 34191cde on GitHub【安全修复 GHSA-7wcq-939v-pcrg】字典翻译切面绕过序列化注解导致数据源密码泄露Claude Code
  • 0941ed6f on GitHubdocs: README 发布日期改为 2026-04-30Claude Code
  • 24338e56 on GitHubfix(docker): 单体前端nginx改用docker内嵌DNS运行时解析后端地址GitHub Copilot
  • 37a5e684 on GitHub升级 minio 到 9.0.3，适配 Method 类迁移及 stream 方法签名变更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 window184
Merge commits removed−11
CI / dependency bots removed−0
Considered173

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
jeecgboot/JeecgBoot
Default branch
main
Resolved HEAD
21facc013906ca7b22375c8fe89c1db1cc27c489 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortJava/Kotlin · 67 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 34 of 101 ecosystem repositories excluded
Agent-commit share position86th percentile

Midrank percentile; equal shares split the tied positions.

Repository
5.2%
Cohort median
0.9%
Share rank
10 / 67
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 67.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →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 jeecgboot/JeecgBoot

Scan another repository

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