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.

Enterprise-grade AI agent framework with multi-provider LLM management, secure knowledge bases and high-precision RAG, visual workflow orchestration, and multi-agent coordination.

01Result

ageerle/ruoyi-ai ↗

ageerle/ruoyi-ai AI coding statistics: 31.2%

of 173 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
31.2% agent · top contributor 55.6%3 contributors
individual

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

54
agent commits
119
other considered commits
3
agent contributors
55.6%
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

54assisted
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%31
2026-0338%50
2026-0429.2%24
2026-05100%2
2026-0685.7%7
2026-0750%38
2026-086.7%15
2026-090%6

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic5431.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9d439d1d on GitHubrefactor: move RAG trace classes to argtrace package and update SQL schemaClaude Code
  • 83fd1ee9 on GitHubfix: 移除FastJson 1.2.83严重安全漏洞，替换为JacksonClaude Code
  • 77846601 on GitHubtest(retrieval): 适配 KnowledgeRetrievalServiceImpl 新增 trace 依赖Claude Code

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 window213
Merge commits removed−40
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.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Java AI coding statisticsCompare evidence across Java 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 ageerle/ruoyi-ai

Scan another repository

Try