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.

ZoneMinder is a free, open source Closed-circuit television software application developed for Linux which supports IP, USB and Analog cameras.

01Result

ZoneMinder/zoneminder ↗

ZoneMinder/zoneminder AI coding statistics: 45.4%

of 1,851 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

45.4% agent · top contributor 71.1%12 contributors

team

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

841

agent commits

1,010

other considered commits

agent contributors

71.1%

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

803assisted

38autonomous

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	33.3%	3
2026-02	56.1%	417
2026-03	50.8%	250
2026-04	32.7%	162
2026-05	30.8%	321
2026-06	46%	215
2026-07	34.9%	192
2026-08	33.6%	146
2026-09	77.2%	145

Peak month: 77.2%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	739	39.9%
GitHub Copilot	GitHub	102	5.5%

03Evidence

Inspect the matches

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

Matched commit samples

0e88b390 on GitHubtest: add a stream socket cost benchmarkClaude Code
a9cf65bf on GitHubperf: write to stream socket clients without holding the queue mutexClaude Code
922f3aeb on GitHubdocs: describe stream socket NAL framing, keyframe cache and consumer evenClaude Code
6213bd06 on GitHubPotential fix for pull request findingGitHub Copilot
eb25f7b8 on GitHubPotential fix for pull request findingGitHub Copilot
6367dc64 on GitHubPotential fix for pull request findingGitHub 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 window	2,477
Merge commits removed	−612
CI / dependency bots removed	−14
Considered	1,851

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 →PHP AI coding statisticsCompare evidence across PHP 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 ZoneMinder/zoneminder

Scan another repository

Try