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.

⚖️ The CNCF Technical Oversight Committee (TOC) is the technical governing body of the CNCF Foundation.

01Result

cncf/toc ↗

cncf/toc AI coding statistics: 4.2%

of 240 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

4.2% agent · top contributor 30%7 contributors

team

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

agent commits

230

other considered commits

agent contributors

30%

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

10assisted

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: 17.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	5	2.1%
GitHub Copilot	GitHub	5	2.1%

03Evidence

Inspect the matches

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

Matched commit samples

b471053e on GitHubfix(k8gb): apply Faseela's review suggestionsClaude Code
93655cf2 on GitHubMeeting notes: Jun 2 2026 — Kueue/Armada multi-cluster SlurmClaude Code
2f9f73ec on GitHubAdd references sections to inference and training topicsClaude Code
238a79d2 on GitHubApply suggestions from code reviewGitHub Copilot
f05ea041 on GitHubUpdate TOC members and terms in README (#2160)GitHub Copilot
d056acdd on GitHubAdd Katie, Dims, Emily, Lin, and Ricardo to emeritus listGitHub 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	318
Merge commits removed	−76
CI / dependency bots removed	−2
Considered	240

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 cncf/toc

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	13
2026-03	0%	20
2026-04	2.6%	38
2026-05	17.4%	23
2026-06	5.5%	73
2026-07	2.8%	36
2026-08	0%	25
2026-09	0%	12