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.

A sleek, customizable desktop shell crafted for Wayland.

01Result

noctalia-dev/noctalia ↗

noctalia-dev/noctalia AI coding statistics: 0.2%

of 4,877 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.2% agent · top contributor 33.3%8 contributors
team

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

12
agent commits
4,865
other considered commits
8
agent contributors
33.3%
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

12assisted
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
2026-040%1144
2026-050.1%1365
2026-060.2%1082
2026-070.4%811
2026-080.3%309
2026-092.4%166

Peak month: 2.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic60.1%
GitHub CopilotGitHub50.1%
Cursor AgentAnysphere10%

03Evidence

Inspect the matches

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

Matched commit samples

  • 01baed7d on GitHubfeat(settings): move monitor override create into a dialog with output picClaude Code
  • 0b0abed0 on GitHubfix(launcher): resolve window provider icons via desktop entry (#4279)Claude Code
  • f96944c3 on GitHubfix(control-center): keep home row height with a single shortcut (#4406)Claude Code
  • df43de5f on GitHubfeat(bluetooth): also read battery percent from UPower (#3457)GitHub Copilot
  • a9db0c9b on GitHubHandle satuation near 0 situationGitHub Copilot
  • 4a26b98d on GitHubOverride cudaSupport instead of config.cudaSupportGitHub Copilot
  • d0e88fb5 on GitHubfix(settings): stop inflating tiled settings buffers past compositor size 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 window5,545
Merge commits removed−654
CI / dependency bots removed−14
Considered4,877

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 →C++ AI coding statisticsCompare evidence across C++ 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 noctalia-dev/noctalia

Scan another repository

Try