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.

01Result

ARENA-education/ARENA_materials ↗

ARENA-education/ARENA_materials AI coding statistics: 20.6%

of 402 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
20.6% agent · top contributor 53%10 contributors
team

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

83
agent commits
319
other considered commits
10
agent contributors
53%
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

83assisted
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%47
2026-038.6%35
2026-040%8
2026-0518.9%37
2026-0625.2%143
2026-070%12
2026-0839%77
2026-0916.3%43

Peak month: 39%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic8320.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • c2b4a24e on GitHubgpu_env: fix CartPole docstring, reward is 0 on the terminating stepClaude Code
  • 72f0d76f on GitHub[0.4] Fold in PR #308 typos + typehints, with audit tweaksClaude Code
  • 64a2f138 on GitHub[1.5.2] Keep Welch Labs callout in master; drop generated pageClaude 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 window515
Merge commits removed−113
CI / dependency bots removed−0
Considered402

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 ARENA-education/ARENA_materials

Scan another repository

Try