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.

Open Source HR and Payroll Software

01Result

frappe/hrms ↗

frappe/hrms AI coding statistics: 0.7%

of 1,472 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.7% agent · top contributor 63.6%4 contributors
team

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

11
agent commits
1,461
other considered commits
4
agent contributors
63.6%
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

11assisted
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%206
2026-030%291
2026-040%231
2026-050.6%162
2026-063.2%278
2026-070.6%162
2026-080%92
2026-090%50

Peak month: 3.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic100.7%
GitHub CopilotGitHub10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • b4c55835 on GitHubrefactor: deprecate Upload Attendance doctypeClaude Code
  • d66082a4 on GitHubfix(pwa): preserve leave balance before application when viewing existing Claude Code
  • f296ae99 on GitHubrefactor(report): use filters.get() and scrub() inline for group_byClaude Code
  • 3a76a730 on GitHubfeat: reset password changed to drawer from dialog and created change passGitHub 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 window1,870
Merge commits removed−388
CI / dependency bots removed−10
Considered1,472

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 frappe/hrms

Scan another repository

Try