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.

🐻 The multi-zone service mesh for containers, Kubernetes and VMs. Built with Envoy. CNCF Sandbox Project.

01Result

kumahq/kuma ↗

kumahq/kuma AI coding statistics: 2.7%

of 883 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.7% agent · top contributor 41.7%4 contributors
team

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

24
agent commits
859
other considered commits
4
agent contributors
41.7%
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

24assisted
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
2026-024.2%48
2026-038%88
2026-045.8%86
2026-054%100
2026-064.8%42
2026-072%205
2026-080%138
2026-090%176

Peak month: 8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub242.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4c54d6dd on GitHubfeat(xds): unified-name for empty listener tags (#17563)GitHub Copilot
  • 995048f5 on GitHubtest(report): persist files outside ginkgo spec (#17349)GitHub Copilot
  • 41fab681 on GitHubdocs(upgrade): reference SO_REUSEPORT note under 2.13.7 (#17224)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 window1,619
Merge commits removed−6
CI / dependency bots removed−730
Considered883

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 →Go AI coding statisticsCompare evidence across Go 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 kumahq/kuma

Scan another repository

Try