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.

Public content repository for Windows Server content.

01Result

MicrosoftDocs/windowsserverdocs ↗

MicrosoftDocs/windowsserverdocs AI coding statistics: 25.3%

of 462 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
25.3% agent · top contributor 70.1%6 contributors
team

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

117
agent commits
345
other considered commits
6
agent contributors
70.1%
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

35assisted
82autonomous

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
2026-0210.9%64
2026-0314.8%61
2026-0441.2%170
2026-054.3%93
2026-0625%16
2026-074.5%22
2026-089.1%11
2026-0984%25

Peak month: 84%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub11625.1%
Claude CodeAnthropic10.2%

03Evidence

Inspect the matches

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

Matched commit samples

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 window701
Merge commits removed−239
CI / dependency bots removed−0
Considered462

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 →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 MicrosoftDocs/windowsserverdocs

Scan another repository

Try