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.

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01Result

metasfresh/metasfresh ↗

metasfresh/metasfresh AI coding statistics: 23.2%

of 2,171 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
23.2% agent · top contributor 52.3%15 contributors
team

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

503
agent commits
1,668
other considered commits
15
agent contributors
52.3%
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

498assisted
5autonomous

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
2026-0244.9%178
2026-0370%270
2026-0432.5%329
2026-0518.5%410
2026-0611.9%361
2026-072.2%319
2026-080%175
2026-090.8%129

Peak month: 70%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic50123.1%
GitHub CopilotGitHub20.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 41a3f8e7 on GitHubCostDifferenceDistribution reversal: recreate every leg, not just the firsClaude Code
  • c314715d on GitHubFix duplicate holdForCaptureIfEnabled declaration in mobile-webui e2e commClaude Code
  • 979f17cd on GitHubFix ArchUnit violation: confine InterfaceWrapperHelper.load/saveRecord to Claude Code
  • 808594ca on GitHubtest: fix hidden field assertion in HU label config specGitHub Copilot
  • 830f4102 on GitHub`C_Order_M_InOut_C_Invoice_Overview_V` update (#23947)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 window3,771
Merge commits removed−1,555
CI / dependency bots removed−45
Considered2,171

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 →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 metasfresh/metasfresh

Scan another repository

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