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.

3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit), Web, Flutter and React Native. Opens glTF/GLB, 3MF, STL, OBJ and PLY on Android and USDZ on Apple, at real size in AR. Assistant-ready: in-repo MCP server, AGENTS.md and llms.txt — no assistant-specific setup.

01Result

sceneview/sceneview ↗

sceneview/sceneview AI coding statistics: 82.3%

of 2,965 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
82.3% agent · top contributor 75%6 contributors
team

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

2,440
agent commits
525
other considered commits
6
agent contributors
75%
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

2435assisted
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
2026-0371.9%709
2026-0464.1%457
2026-0590%1039
2026-0697.5%119
2026-0794.4%266
2026-0889.1%274
2026-0990.1%101

Peak month: 97.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic244082.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 8f95be56 on GitHubfeat(ios-demo): SwiftUI motion pass and live 3D hero on the home screen (#Claude Code
  • 5ce517a7 on GitHubchore(store): rewrite Play and App Store listings for 4.37 (#3651)Claude Code
  • 9366b252 on GitHubchore(parity): refresh demo parity ledger and stale check references (#365Claude Code

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 window3,274
Merge commits removed−163
CI / dependency bots removed−146
Considered2,965

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 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 sceneview/sceneview

Scan another repository

Try