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.

Simple forum software for building great communities.

01Result

flarum/framework ↗

flarum/framework AI coding statistics: 8.7%

of 595 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
8.7% agent · top contributor 73.1%8 contributors
team

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

52
agent commits
543
other considered commits
8
agent contributors
73.1%
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

52assisted
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
2026-0245.5%33
2026-0324.6%114
2026-040%65
2026-052.1%47
2026-061.3%78
2026-074.6%87
2026-081.4%145
2026-093.8%26

Peak month: 45.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic498.2%
Cursor AgentAnysphere20.3%
GitHub CopilotGitHub10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • f194386c on GitHubfix: resolve translation references in implicitly-loaded fallback cataloguClaude Code
  • dbf7f531 on GitHubfix: stop the reconnect catch-up duplicating a discussion in the list (#50Claude Code
  • ca6ca2cb on GitHub[2.x] fix(realtime): honour user.viewLastSeenAt in the typing indicator (#Claude Code
  • 3ec84b2d on GitHubfix(forum): show pop-in animation on first post when loading discussion (#Cursor Agent
  • 7cdad539 on GitHubfix(forum): prevent scroll jump when loading discussion to specific post (Cursor Agent
  • 4d5f866e on GitHubfeat: add support for customizable user avatar drivers (#4130)GitHub 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 window626
Merge commits removed−0
CI / dependency bots removed−31
Considered595

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →PHP AI coding statisticsCompare evidence across PHP 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 flarum/framework

Scan another repository

Try