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.

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01Result

getlantern/lantern ↗

getlantern/lantern AI coding statistics: 31.7%

of 448 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
31.7% agent · top contributor 85.2%8 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

142
agent commits
306
other considered commits
8
agent contributors
85.2%
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

142assisted
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
2026-025.3%57
2026-0338.4%86
2026-0434.7%72
2026-0534.8%66
2026-0621.1%38
2026-0747.4%38
2026-0843.3%60
2026-0919.4%31

Peak month: 47.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic13229.5%
GitHub CopilotGitHub143.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • a892b023 on GitHubci: bump android-actions/setup-android v3 -> v4 (#9060)Claude Code
  • 4e285b44 on GitHubci: stop setup-android installing the removed "tools" package (#9059)Claude Code
  • ba1e87f5 on GitHubFix flaky Linux VPN smoke: gate onboarding taps on hitTestable (#9053)Claude Code
  • b5effcd5 on GitHubfix(android): recover default-interface index via Os.if_nametoindex (#8889GitHub Copilot
  • 949fa79f on GitHubqa: plumb RADIANCE_OUTBOUND_SOCKS_ADDRESS into the Android client (#8708)GitHub Copilot
  • fcf6d1a8 on GitHubapps_windows: additional Windows app-discovery sources + heuristic noise fGitHub 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 window450
Merge commits removed−0
CI / dependency bots removed−2
Considered448

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 getlantern/lantern

Scan another repository

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