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.

an application that automates the lifecycle of servers

01Result

theforeman/foreman ↗

theforeman/foreman AI coding statistics: 8.7%

of 288 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

8.7% agent · top contributor 28%10 contributors

org-wide

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

agent commits

263

other considered commits

agent contributors

28%

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

25assisted

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

Peak month: 22.2%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	18	6.3%
Cursor Agent	Anysphere	6	2.1%
OpenAI Codex	OpenAI	2	0.7%
GitHub Copilot	GitHub	1	0.3%

03Evidence

Inspect the matches

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

Matched commit samples

2484bd0f on GitHubrefs #39594 - Skip eager load when schema is missingClaude Code
06e7f862 on GitHubFixes #39593 - Restore background color for Rails-rendered pagesClaude Code
6103801b on GitHubFixes #39600 - Install libcap-dev for cap2 gem in plugins_react_tests.ymlClaude Code
0281266e on GitHubRefs #39657 - enable verbose ssh-keygen in developmentCursor Agent
2484bd0f on GitHubrefs #39594 - Skip eager load when schema is missingCursor Agent
20083294 on GitHubFixes #39534 - Add configurable CA cert to LDAP auth sourceCursor Agent
2cf94cc3 on GitHubFixes #39463 - Handle host bulk action errors consistentlyOpenAI Codex
d229cdf0 on GitHubFixes #39347 - Support loading config from settings.dOpenAI Codex
96f155a8 on GitHubFixes #39278 - Add rake task to clean all notificationsGitHub 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	297
Merge commits removed	−0
CI / dependency bots removed	−9
Considered	288

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →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 theforeman/foreman

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	2.7%	37
2026-03	6.5%	31
2026-04	0%	17
2026-05	11.1%	18
2026-06	12.7%	55
2026-07	22.2%	36
2026-08	5.9%	68
2026-09	3.8%	26