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.

Homogeneous Kubernetes clusters at scale on any infrastructure using hosted control planes.

01Result

gardener/gardener ↗

gardener/gardener AI coding statistics: 4.6%

of 1,198 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.6% agent · top contributor 45.5%12 contributors
org-wide

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

55
agent commits
1,143
other considered commits
12
agent contributors
45.5%
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

55assisted
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
2026-020.5%189
2026-035.1%178
2026-0414.8%176
2026-057.1%140
2026-061.5%137
2026-073.6%166
2026-080.6%155
2026-090%57

Peak month: 14.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic524.3%
GitHub CopilotGitHub30.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • b6773843 on GitHubAllow setting `imagePullCredentialsVerificationPolicy` and `preloadedImageClaude Code
  • 70a92750 on GitHubfix(shoot-mutator): honor machine image providerConfig updates on unchangeClaude Code
  • d8912b5e on GitHub[GEP-39] Add admission validation for live control plane migration (#14836Claude Code
  • 662a4feb on GitHubAllow changing encryption provider type for `Shoot` and `Garden` (#14720)GitHub Copilot
  • ca32a2fb on GitHubClean up `Shoot` encryption provider type sync (#14801)GitHub Copilot
  • 7c6fa36a on GitHub[GEP-28] `gardenadm bootstrap`: pass all overrides to `gardenadm init` (#1GitHub 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 window1,209
Merge commits removed−0
CI / dependency bots removed−11
Considered1,198

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 →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 gardener/gardener

Scan another repository

Try