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.

vCluster creates tenant clusters: fully isolated environments delivered as managed Kubernetes, or as the foundation for Slurm, Ray, Run:ai and inference clusters. Each gets its own API server, CRDs and RBAC, and runs on an existing cluster or standalone on bare metal. CNCF Certified Kubernetes.

01Result

loft-sh/vcluster ↗

loft-sh/vcluster AI coding statistics: 10.5%

of 275 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

10.5% agent · top contributor 24.1%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

246

other considered commits

agent contributors

24.1%

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

29assisted

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: 83.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	29	10.5%

03Evidence

Inspect the matches

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

Matched commit samples

447acd7c on GitHubdocs(readme): remove Nscale from customer referencesClaude Code
e74a643e on GitHubdocs(readme): record the hero gif on a real Kubernetes clusterClaude Code
1379ceab on GitHubdocs(readme): re-record the hero gif around the isolation boundaryClaude 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	320
Merge commits removed	−0
CI / dependency bots removed	−45
Considered	275

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 →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 loft-sh/vcluster

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	27
2026-03	6.8%	59
2026-04	9%	89
2026-05	9.5%	21
2026-06	2.4%	41
2026-07	13%	23
2026-08	66.7%	9
2026-09	83.3%	6