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.

A cross-platform app ecosystem, bringing iMessage to Android, PC (Windows, Linux, & even macOS), and Web!

01Result

BlueBubblesApp/bluebubbles-app ↗

BlueBubblesApp/bluebubbles-app AI coding statistics: 5.5%

of 877 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5.5% agent · top contributor 58.3%6 contributors
team

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

48
agent commits
829
other considered commits
6
agent contributors
58.3%
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

48assisted
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
2026-020%6
2026-030%71
2026-040%150
2026-050%151
2026-060%94
2026-076.2%276
2026-0824%125
2026-0925%4

Peak month: 25%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic485.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • eb99646c on GitHubRoute chat-read-status-changed through ChatsService so the unread dot cleaClaude Code
  • 5ed1eee8 on GitHubfeat: restore previous chat filters when toggling off the other chats chipClaude Code
  • f812218d on GitHubfix: use permission_handler for battery optimization checksClaude 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 window1,037
Merge commits removed−158
CI / dependency bots removed−2
Considered877

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 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 BlueBubblesApp/bluebubbles-app

Scan another repository

Try