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.

OpenProject is the leading open source project management software for product, project and portfolio management. A powerful Jira alternative with agile planning, issue tracking, roadmaps, Gantt charts, time tracking, collaboration features, and more. Available on premises or in the cloud. ⭐ Star us on GitHub

01Result

opf/openproject ↗

opf/openproject AI coding statistics: 1.7%

of 8,921 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

1.7% agent · top contributor 39.2%20 contributors

org-wide

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

153

agent commits

8,768

other considered commits

agent contributors

39.2%

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

152assisted

1autonomous

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: 4.2%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	124	1.4%
GitHub Copilot	GitHub	30	0.3%

03Evidence

Inspect the matches

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

Matched commit samples

776868d6 on GitHubExpress Label validations with shoulda-matchersClaude Code
06022bf2 on GitHub[AI-136] Use the path helper DSL for the run pathsClaude Code
99fe1bbd on GitHub[AI-136] Resolve the context's type variant onceClaude Code
74f804b6 on GitHubFix existing typo in How to use docsGitHub Copilot
60521dba on GitHub[OP-18663] WP search dropdown: wp created by deleted user has a weird layoGitHub Copilot
22b8e197 on GitHubdocs-typo-fix (#24824)GitHub 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	12,124
Merge commits removed	−2,727
CI / dependency bots removed	−476
Considered	8,921

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 →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 opf/openproject

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	4.2%	1049
2026-03	1%	1247
2026-04	1.2%	1004
2026-05	1.5%	1102
2026-06	1.2%	1266
2026-07	0.8%	1320
2026-08	1.4%	1056
2026-09	3.1%	877