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 open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

01Result

transformerlab/transformerlab-app ↗

transformerlab/transformerlab-app AI coding statistics: 1.2%

of 2,899 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.2% agent · top contributor 44.4%8 contributors
team

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

36
agent commits
2,863
other considered commits
8
agent contributors
44.4%
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

35assisted
1autonomous

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
2026-020.4%504
2026-031.5%919
2026-040.7%691
2026-052%544
2026-061.9%206
2026-070%35

Peak month: 2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic321.1%
GitHub CopilotGitHub30.1%
Cursor AgentAnysphere10%

03Evidence

Inspect the matches

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

Matched commit samples

  • efa4c959 on GitHubRename _resolve_use_spot to resolve_use_spot since it's shared across moduClaude Code
  • 87348ed1 on GitHubRestyle Our Leadership team section as a card gridClaude Code
  • 07e04ed7 on GitHubIncorporate team feedback on homepage and about copyClaude Code
  • 795c47da on GitHubFix CI live-server workflow fallback JWT secretsGitHub Copilot
  • fa200706 on GitHubPotential fix for code scanning alert no. 69: Information exposure throughGitHub Copilot
  • adb6e6dd on GitHubPotential fix for code scanning alert no. 70: Information exposure throughGitHub Copilot
  • cf3f6252 on GitHubfix(lab-sdk): copy_file_mounts uses experiment-scoped task directoryCursor 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 window5,536
Merge commits removed−2,543
CI / dependency bots removed−94
Considered2,899

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 →Python AI coding statisticsCompare evidence across Python 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 transformerlab/transformerlab-app

Scan another repository

Try