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.

Centralized network visibility and continuous asset discovery. Monitor devices, detect change, and stay aware across distributed networks.

01Result

netalertx/NetAlertX ↗

netalertx/NetAlertX AI coding statistics: 4.6%

of 547 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

4.6% agent · top contributor 72%4 contributors

team

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

agent commits

522

other considered commits

agent contributors

72%

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

7assisted

18autonomous

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

Peak month: 24.6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	18	3.3%
Claude Code	Anthropic	7	1.3%

03Evidence

Inspect the matches

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

Matched commit samples

05bdf198 on GitHubfix: lazy-import write_notification to prevent partial module load in testGitHub Copilot
baed8d45 on GitHubInitial planGitHub Copilot
13da2ddb on GitHubfix: use valid notification fallback log levelGitHub Copilot
091e648e on GitHubFix DOCKERDISC_HOST_MAC docs and strengthen case-insensitivity testClaude Code
ed21c862 on GitHubtest: assert exact history window instead of len() >= 1Claude Code
f5644486 on GitHubfix: address CodeRabbit review findings on pihole_monitor pluginClaude 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	948
Merge commits removed	−236
CI / dependency bots removed	−165
Considered	547

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 →Python AI coding statisticsCompare evidence across Python 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 netalertx/NetAlertX

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	143
2026-03	0%	75
2026-04	6.9%	58
2026-05	5.8%	52
2026-06	0%	54
2026-07	2%	51
2026-08	24.6%	65
2026-09	2%	49