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 framework for native apps from one Java codebase, with a custom-rendered UI you control across iOS, Android, desktop, web, and watches.

01Result

codenameone/CodenameOne ↗

codenameone/CodenameOne AI coding statistics: 49.7%

of 1,219 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
49.7% agent · top contributor 91.6%6 contributors
individual

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

606
agent commits
613
other considered commits
6
agent contributors
91.6%
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

606assisted
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%102
2026-030%96
2026-0414.6%137
2026-0573.1%227
2026-0679.3%150
2026-0728.6%185
2026-0861.2%116
2026-0985.9%206

Peak month: 85.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic60049.2%
GitHub CopilotGitHub70.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 2f3a6a5b on GitHubCOVERAGE.md: the first real desktop numbers, and what measuring them foundClaude Code
  • f53731b5 on GitHubmacOS Aqua: stop styling a hover state AppKit does not haveClaude Code
  • 332a8e1a on GitHubSeed the macOS Aqua golden set from run 35010523495Claude Code
  • ea522fdb on GitHubCompile every cn1lib's native sources, and fix what that found (#5595)GitHub Copilot
  • 0bbb6d0f on GitHubPublish JavaScript open source weekly release series (#5448)GitHub Copilot
  • ee8f8d8a on GitHubfix: dedupe generated material icon constants (#4765)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 window1,391
Merge commits removed−28
CI / dependency bots removed−144
Considered1,219

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 →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 codenameone/CodenameOne

Scan another repository

Try