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 Zoo Design Studio app.

01Result

KittyCAD/modeling-app ↗

KittyCAD/modeling-app AI coding statistics: 0.4%

of 1,786 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.4% agent · top contributor 28.6%5 contributors
team

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

7
agent commits
1,779
other considered commits
5
agent contributors
28.6%
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

5assisted
2autonomous

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
2026-020.7%149
2026-030.4%230
2026-040%315
2026-050.9%230
2026-060%182
2026-070%212
2026-081%295
2026-090%173

Peak month: 1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub40.2%
Claude CodeAnthropic20.1%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 8c4830d7 on GitHubRestore sketch grid and snapping in Sketch Solve (#12915)GitHub Copilot
  • 3cbea09b on GitHubUpgrade winnow dependency to 1.0 in kcl-lib (#11427)GitHub Copilot
  • 58b11827 on GitHubBump flatted from 3.3.3 to 3.4.1 in the security group across 1 directory GitHub Copilot
  • 12835c4e on GitHubPoint region engine failures at the region docs (#13278)Claude Code
  • ec737311 on GitHubDocument that ImportedGeometry is not a Solid (#13071)Claude Code
  • 6bbbaa3e on GitHubfix(engine): extend async command timeout to 600s and clarify timeout erroCursor Agent

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 window2,020
Merge commits removed−0
CI / dependency bots removed−234
Considered1,786

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →TypeScript AI coding statisticsCompare evidence across TypeScript 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 KittyCAD/modeling-app

Scan another repository

Try