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.

Hop Orchestration Platform

01Result

apache/hop ↗

apache/hop AI coding statistics: 0.9%

of 966 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.9% agent · top contributor 66.7%4 contributors
team

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

9
agent commits
957
other considered commits
4
agent contributors
66.7%
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

9assisted
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%76
2026-030%117
2026-040%72
2026-050%66
2026-061.2%86
2026-071%193
2026-081.9%267
2026-091.1%89

Peak month: 1.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic80.8%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 57618bc3 on GitHubDocs: declare engine support as a page attributeClaude Code
  • 19e0bec4 on GitHubIssue #8188 : fold the technical documentation into the user and dev manuaClaude Code
  • 2ae7cb31 on GitHubFix metadata items not opening in Hop Web, fixes #8151 (#8153)Claude Code
  • fc5ec84d on GitHubFix blurry Hop GUI icons on Windows at 200% display scaling (#7955)Cursor Agent

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 window1,019
Merge commits removed−0
CI / dependency bots removed−53
Considered966

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Java AI coding statisticsCompare evidence across Java 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 apache/hop

Scan another repository

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