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 Java. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/java/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-java.

01Result

Azure/azure-sdk-for-java ↗

Azure/azure-sdk-for-java AI coding statistics: 28.8%

of 1,110 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
28.8% agent · top contributor 11.9%55 contributors
org-wide

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

320
agent commits
790
other considered commits
55
agent contributors
11.9%
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

288assisted
32autonomous

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
2026-0216.4%165
2026-0324.2%236
2026-0424.3%173
2026-0523.2%138
2026-0636.7%158
2026-0751.1%92
2026-0838%100
2026-0939.6%48

Peak month: 51.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub32028.8%
Claude CodeAnthropic20.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 892d9297 on GitHubSync eng/common directory with azure-sdk-tools for PR 17017 (#50472)GitHub Copilot
  • 6afcbee0 on GitHub[AzureMonitorAutoConfigure] Honor SDKStats disable-all for regular StatsbeGitHub Copilot
  • 205dd6a9 on GitHub[AutoPR azure-resourcemanager-appcontainers]-generated-from-SDK GenerationGitHub Copilot
  • 6d734661 on GitHubStorage - STG104 Feature Branch (#49611)Claude Code
  • 0e3c287b on GitHubContent Understanding GA SDK for Java (#47952)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 window1,398
Merge commits removed−0
CI / dependency bots removed−288
Considered1,110

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 →Java AI coding statisticsCompare evidence across Java 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-java

Scan another repository

Try