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.

A macOS app that pins usage limits from Claude Code, Cursor, Codex, and Antigravity to a screen edge.

01Result

vinzdg/codenotch ↗

vinzdg/codenotch AI coding statistics: 15.8%

of 265 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

15.8% agent · top contributor 21.4%18 contributors

org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

agent commits

223

other considered commits

agent contributors

21.4%

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

42assisted

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.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	39	14.7%
Devin	Cognition	2	0.8%
Cursor Agent	Anysphere	1	0.4%

03Evidence

Inspect the matches

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

Matched commit samples

4cdda2de on GitHubdocs(windows): link the installer from both READMEsClaude Code
a8d115d8 on GitHubci(windows): build an NSIS installer and attach it to releasesClaude Code
e11b169f on GitHubAdd the catalog keys new features never gotClaude Code
174dbd5c on GitHubGate the hover fold's full-screen check tooDevin
c9e8d63f on GitHubAdd a "Fold for full-screen apps" toggleDevin
45d1f543 on GitHubAdd a Command Code providerCursor 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 window	381
Merge commits removed	−116
CI / dependency bots removed	−0
Considered	265

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Devin commitsBrowse repositories with detected Devin signatures →Swift AI coding statisticsCompare evidence across Swift 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 vinzdg/codenotch

Scan another repository

Try