Pulse
2026-09-18-v3.0
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.

AI-safe .env files: Schemas for agents, Secrets for humans.

01Result

dmno-dev/varlock ↗

dmno-dev/varlock AI coding statistics: 24.4%

of 529 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
24.4% agent · top contributor 52.7%14 contributors
team

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

129
agent commits
400
other considered commits
14
agent contributors
52.7%
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

129assisted
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

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0227.5%51
2026-0355.4%101
2026-0448.5%103
2026-0515%40
2026-061.2%86
2026-071.2%82
2026-082.3%43
2026-090%23

Peak month: 55.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub7514.2%
Claude CodeAnthropic6812.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 74c6e06c on GitHubfix(nuxt): make the Nuxt integration work on a stock Nuxt 4 app (#985)GitHub Copilot
  • 24070812 on GitHubAdd WSL detection to install script (#895)GitHub Copilot
  • f15b1d98 on GitHubfix: varlock encrypt ENOENT crash on WSL2 (#711)GitHub Copilot
  • ddfb5c45 on GitHubfix(azure-key-vault): select cached CLI token by tenant (#841)Claude Code
  • 718c1632 on GitHubfeat: add OIDC workload identity federation to secret provider plugins (#6Claude Code
  • e54e54b2 on GitHubfix(1password): forward proxy env vars in batch read subprocess (#653)Claude 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 window540
Merge commits removed−0
CI / dependency bots removed−11
Considered529

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 dmno-dev/varlock

Scan another repository

Try