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.

Modern UI and powerful API for Ansible, Terraform/OpenTofu/Terragrunt, PowerShell and other DevOps tools.

01Result

semaphoreui/semaphore ↗

semaphoreui/semaphore AI coding statistics: 10%

of 713 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

10% agent · top contributor 42.3%7 contributors

team

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

agent commits

642

other considered commits

agent contributors

42.3%

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

54assisted

17autonomous

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: 13.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	44	6.2%
Cursor Agent	Anysphere	22	3.1%
Claude Code	Anthropic	8	1.1%

03Evidence

Inspect the matches

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

Matched commit samples

eb6f3562 on GitHubfix: persist generated ssh key on updateGitHub Copilot
2d0b348f on GitHubFix formatting of SSH key assignmentGitHub Copilot
adc5b811 on GitHubCorrect comment on single quotes in sqQuoteGitHub Copilot
d8209239 on GitHubdocs: update docs submodule for alert suppression and loggingCursor Agent
7cb1e142 on GitHubdocs: update semaphore-docs submodule for engineering documentationCursor Agent
01b60f72 on GitHubdocs: update semaphore-docs submodule for engineering documentationCursor Agent
081425d2 on GitHubfeat(survey_vars): store survey secret to the database as access key (#408Claude Code
6948fa7b on GitHubfix(survey): default target to CLI in edit dialogClaude Code
b6052878 on GitHubdocs: survey var target planClaude 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	1,119
Merge commits removed	−303
CI / dependency bots removed	−103
Considered	713

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 →Go AI coding statisticsCompare evidence across Go 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 semaphoreui/semaphore

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	8.1%	86
2026-03	8.6%	58
2026-04	9.2%	87
2026-05	4.6%	87
2026-06	10.6%	94
2026-07	12.3%	106
2026-08	11.2%	98
2026-09	13.4%	97