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 pragmatic .NET 8 framework for modular monoliths to evolve seamlessly into distributed microservices.

01Result

AlphaYu/adnc ↗

AlphaYu/adnc AI coding statistics: 6%

of 150 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

6% agent · top contributor 100%1 contributor

individual

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

agent commits

141

other considered commits

agent contributors

100%

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.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	9	6%

03Evidence

Inspect the matches

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

Matched commit samples

0e848931 on GitHubdocs: polish and clarify maxsale-readwritesplit-zh.md for rigor and profesGitHub Copilot
ee683124 on GitHubdocs: polish and clarify appsettings-zh.md for rigor and professionalismGitHub Copilot
271210b1 on GitHubdocs: polish and clarify quickstart-zh.md wordingGitHub 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 window	157
Merge commits removed	−7
CI / dependency bots removed	−0
Considered	150

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

GitHub Copilot commitsBrowse repositories with detected GitHub Copilot 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 AlphaYu/adnc

Scan another repository

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