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.

This repository is for active development of the Azure SDK for .NET. For consumers of the SDK we recommend visiting our public developer docs at https://learn.microsoft.com/dotnet/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-net.

01Result

Azure/azure-sdk-for-net ↗

Azure/azure-sdk-for-net AI coding statistics: 41.7%

of 3,085 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
41.7% agent · top contributor 26.5%79 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

1,287
agent commits
1,798
other considered commits
79
agent contributors
26.5%
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

1181assisted
106autonomous

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
2026-0259.6%572
2026-0334.9%501
2026-0431.1%595
2026-0541.3%254
2026-0635.6%436
2026-0746.8%325
2026-0842.9%268
2026-0944%134

Peak month: 59.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub128441.6%
Claude CodeAnthropic50.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • c91abf17 on GitHub[System.ClientModel] Prepare AsyncStreamingResult APIs for GA (#62953)GitHub Copilot
  • 97c02a2f on GitHubSync eng/common directory with azure-sdk-tools for PR 17017 (#63053)GitHub Copilot
  • 1edfd61d on GitHubUpdate UnbrandedGeneratorVersion to 1.0.0-alpha.20260914.4 (#62979)GitHub Copilot
  • 62391e4c on GitHubUpdate CHANGELOG for Azure.AI.VoiceLive 1.2.0-beta.1 release date (#59784)Claude Code
  • d9d8053b on GitHubAdd AgentVoiceAssistant and MCPVoiceAssistant samples (#58777)Claude Code
  • 2f515334 on GitHubMCP Tool Call Test Adjustments (#59189)Claude 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 window3,703
Merge commits removed−0
CI / dependency bots removed−618
Considered3,085

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 →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 Azure/azure-sdk-for-net

Scan another repository

Try