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.

Desktop GUI Framework

01Result

fschutt/azul ↗

fschutt/azul AI coding statistics: 78.5%

of 6,103 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
78.5% agent · top contributor 99.8%4 contributors
individual

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

4,793
agent commits
1,310
other considered commits
4
agent contributors
99.8%
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

4789assisted
4autonomous

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
2026-020.8%393
2026-0397.9%582
2026-0439.6%528
2026-0584.3%1135
2026-0691%904
2026-0799%667
2026-0870.4%797
2026-0992.1%1097

Peak month: 99%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic478878.5%
GitHub CopilotGitHub50.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • f656ab48 on GitHubfix(autodoc): write the screenshot manifest with portable pathsClaude Code
  • 9efae7d3 on GitHubchore(remill): advance the lifter submodule to the batch-manifest buildClaude Code
  • fa808ec2 on GitHubfix(windows): keep the repaint that shows the GPU window's first frameClaude Code
  • 5daa6575 on GitHubci: add cache validation to detect incomplete cache restoresGitHub Copilot
  • fb0e3adc on GitHubci: fix ICU Parity icu_windows failure by adding shell: bash for mkdir -pGitHub Copilot
  • d61b1f62 on GitHubci: add cache_bust workflow_dispatch input for full-rebuild escape hatchGitHub 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 window6,164
Merge commits removed−61
CI / dependency bots removed−0
Considered6,103

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 →Rust AI coding statisticsCompare evidence across Rust 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 fschutt/azul

Scan another repository

Try