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.

The modern Flyout app for Windows 11, built with Fluent 2 Design principles. Media Flyouts, Taskbar Widgets and more.

01Result

unchihugo/FluentFlyout ↗

unchihugo/FluentFlyout AI coding statistics: 3.3%

of 421 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.3% agent · top contributor 35.7%5 contributors

team

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

agent commits

407

other considered commits

agent contributors

35.7%

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

11assisted

3autonomous

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

Peak month: 17.1%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	8	1.9%
OpenAI Codex	OpenAI	5	1.2%
Claude Code	Anthropic	1	0.2%

03Evidence

Inspect the matches

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

Matched commit samples

c11c5781 on GitHubMake sure the locale-specific FontFamily is applied correctlyGitHub Copilot
97ed2958 on GitHubPotential fix for code scanning alert no. 1: Workflow does not contain perGitHub Copilot
deeea41d on GitHubPotential fix for code scanning alert no. 4: Workflow does not contain perGitHub Copilot
8c6f366b on GitHubRestrict native OSD offset to media flyoutOpenAI Codex
e0bb88b7 on GitHubFix bottom-center flyout offsetOpenAI Codex
01bdf382 on GitHubFix player info controls hover clippingOpenAI Codex
97460331 on GitHubMatch app filtering entries against the full display nameClaude Code

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 window	1,129
Merge commits removed	−207
CI / dependency bots removed	−501
Considered	421

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 unchihugo/FluentFlyout

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	4.7%	64
2026-03	2.2%	93
2026-04	0%	45
2026-05	3.8%	52
2026-06	1.4%	74
2026-07	0%	36
2026-08	17.1%	35
2026-09	0%	22