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.

Modern graphing calculator operating system.

01Result

numworks/epsilon ↗

numworks/epsilon AI coding statistics: 4%

of 1,927 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4% agent · top contributor 61.5%7 contributors
team

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

78
agent commits
1,849
other considered commits
7
agent contributors
61.5%
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

77assisted
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%365
2026-031.6%374
2026-042.7%367
2026-0510.8%409
2026-064.6%390
2026-090%22

Peak month: 10.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic763.9%
GitHub CopilotGitHub20.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 04161228 on GitHubbuild(tools): install GNU Make >= 4.3 on macOS and redirect makeClaude Code
  • a14398ba on GitHubfeat(poincare): add AllowedDimensions typeClaude Code
  • eef98191 on GitHubfeat(epsilon/solver): hide grid lines crossing predefined variables messagClaude Code
  • 8ddc929d on GitHubfix(regression): fix span constructors and dangling pointer in reserved naGitHub Copilot
  • 533d7d30 on GitHubbuild(ios): handle existing payload directoryGitHub 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 window1,927
Merge commits removed−0
CI / dependency bots removed−0
Considered1,927

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 numworks/epsilon

Scan another repository

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