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.

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

01Result

InsightSoftwareConsortium/ITK ↗

InsightSoftwareConsortium/ITK AI coding statistics: 6.7%

of 2,002 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.7% agent · top contributor 67.2%6 contributors
team

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

134
agent commits
1,868
other considered commits
6
agent contributors
67.2%
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

131assisted
3autonomous

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
2026-021.5%134
2026-0334.1%223
2026-0412.7%331
2026-050.9%684
2026-060%298
2026-073.1%255
2026-080%50
2026-090%27

Peak month: 34.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1316.5%
GitHub CopilotGitHub30.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 3d9158ec on GitHubCOMP: Fix unterminated #if in 1D FFT tests after release-5.4 mergeClaude Code
  • 0e6645ed on GitHubENH: Reject duplicate test names at configure timeClaude Code
  • 94014491 on GitHubBUG: Rename duplicate test itkMeshFileReadWriteTest01 in ITKIOMeshVTKClaude Code
  • f876cbd7 on GitHubENH: Add ITK_PYTHON_RELEASE_GIL option and SWIG -threads flagGitHub Copilot
  • f8b120f5 on GitHubDOC: Document GIL release feature in ITK 6 migration guideGitHub Copilot
  • 9ee17b17 on GitHubENH: Add ITK_PYTHON_RELEASE_GIL option and SWIG -threads flagGitHub 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 window2,831
Merge commits removed−829
CI / dependency bots removed−0
Considered2,002

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 →C++ AI coding statisticsCompare evidence across C++ 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 InsightSoftwareConsortium/ITK

Scan another repository

Try