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.

Checkmk - Best-in-class infrastructure & application monitoring

01Result

Checkmk/checkmk ↗

Checkmk/checkmk AI coding statistics: 0.1%

of 13,598 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

0.1% agent · top contributor 31.3%6 contributors

team

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

agent commits

13,582

other considered commits

agent contributors

31.3%

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

16assisted

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: 0.2%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	16	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

ff273bed on GitHubCMK-33066: Cover the overview's presentationClaude Code
1abaab4f on GitHubAdd Metabase performance graph SQL sourcesClaude Code
a29cf631 on GitHubavailability: remove AVSpan/Row type-laundering in annotationsClaude 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	13,777
Merge commits removed	−2
CI / dependency bots removed	−177
Considered	13,598

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 →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 Checkmk/checkmk

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0.1%	1496
2026-03	0.2%	2041
2026-04	0.2%	1663
2026-05	0.2%	1724
2026-06	0%	1561
2026-07	0%	2291
2026-08	0.1%	1798
2026-09	0.1%	1024