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.

Microsoft Azure PowerShell

01Result

Azure/azure-powershell ↗

Azure/azure-powershell AI coding statistics: 21.6%

of 560 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
21.6% agent · top contributor 5%87 contributors
org-wide

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

121
agent commits
439
other considered commits
87
agent contributors
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

121assisted
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.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0223.7%38
2026-038.5%82
2026-0427%74
2026-0516.1%137
2026-0623.1%39
2026-0730%70
2026-0828.9%83
2026-0924.3%37

Peak month: 30%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub12121.6%
Claude CodeAnthropic20.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • fbd4be6f on GitHub[Az.StorageSync] Add Apiversion 2025-12-01 to Microsot.StorageSync (#28956GitHub Copilot
  • f48a81c4 on GitHubAdd IPAM pool allocation size parameters (#30096)GitHub Copilot
  • 223e3d85 on GitHubMigrate Az.CloudHealth to TypeSpec codegenGitHub Copilot
  • 28bf0508 on GitHub[Network] Add Microsoft.Network/expressRouteLags cmdlets (2025-09-01) (#30Claude Code
  • fe7a0716 on GitHub[DataProtection] Onboard AzureCosmosDB workload for backup and restore (#2Claude 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 window610
Merge commits removed−26
CI / dependency bots removed−24
Considered560

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-powershell

Scan another repository

Try