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.

Dockerized iCloud Client - make a local copy of your iCloud documents and photos, and keep it automatically up-to-date.

01Result

mandarons/icloud-docker ↗

mandarons/icloud-docker AI coding statistics: 78.3%

of 106 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
78.3% agent · top contributor 72.3%4 contributors
team

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

83
agent commits
23
other considered commits
4
agent contributors
72.3%
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

67assisted
16autonomous

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
2026-0585.2%27
2026-06100%5
2026-0783.3%48
2026-0857.7%26

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic6561.3%
GitHub CopilotGitHub1817%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4660b5e6 on GitHubfix(drive): time out stalled drive downloadsClaude Code
  • 2659b5b4 on GitHubfix(photos): time out stalled downloads instead of hanging foreverClaude Code
  • 04c89a4c on GitHubfix(photos): no legacy rename may start from the stillClaude Code
  • 767440d7 on GitHubFix max_retries validation, thread-safe _versions reset, remove brittle teGitHub Copilot
  • 6f447340 on GitHubAddress code review: rename tests, use _ for unused variableGitHub Copilot
  • 5259ceca on GitHubPropagate photo download failures to sync notifications via PhotoStats.errGitHub 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 window163
Merge commits removed−17
CI / dependency bots removed−40
Considered106

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 →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 mandarons/icloud-docker

Scan another repository

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