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.

MentraOS is the leading smart glasses OS. See live captions, stream your view, talk to AI, and capture photos hands-free on compatible glasses.

01Result

Mentra-Community/MentraOS ↗

Mentra-Community/MentraOS AI coding statistics: 11.4%

of 6,914 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

11.4% agent · top contributor 62.3%7 contributors

team

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

787

agent commits

6,127

other considered commits

agent contributors

62.3%

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

787assisted

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
Month	Agent share	Considered commits
2026-01	14.3%	7
2026-02	7.9%	582
2026-03	0.6%	498
2026-04	14.6%	643
2026-05	13.2%	997
2026-06	25.6%	1463
2026-07	4%	1332
2026-08	2.2%	739
2026-09	10.3%	653

Peak month: 25.6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Cursor Agent	Anysphere	584	8.4%
Claude Code	Anthropic	203	2.9%

03Evidence

Inspect the matches

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

Matched commit samples

13d0f454 on GitHubRebind the notification listener after OEM process killsCursor Agent
89efa8cc on GitHubIngest native Bugbot reviews and pin orchestrator tooling to the PR baseCursor Agent
7997546c on GitHubRecover from duplicate orchestrator state commentsCursor Agent
5e33fd06 on GitHubLeave the Mapbox pods integrity check out of staging's iOS PR workflowClaude Code
ff618de0 on GitHubSynchronize the caret family ranges in the lockfile workspace snapshotsClaude Code
1a1eb16f on GitHubKeep the ASG fallback division integral and finish the lockfile synchronizClaude 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 window	9,014
Merge commits removed	−1,982
CI / dependency bots removed	−118
Considered	6,914

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 Mentra-Community/MentraOS

Scan another repository

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