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

01Result

Azure/azure-sdk-for-python ↗

Azure/azure-sdk-for-python AI coding statistics: 32.8%

of 1,628 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
32.8% agent · top contributor 15.2%88 contributors
org-wide

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

534
agent commits
1,094
other considered commits
88
agent contributors
15.2%
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

456assisted
78autonomous

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
2026-0217.1%222
2026-0330%233
2026-0437.6%237
2026-0527.9%272
2026-0634.1%214
2026-0743.2%236
2026-0843.2%139
2026-0934.7%75

Peak month: 43.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub53032.6%
Claude CodeAnthropic80.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7459177c on GitHubSync eng/common directory with azure-sdk-tools for PR 17017 (#49030)GitHub Copilot
  • c4ef7774 on GitHub[AutoPR azure-mgmt-avs]-generated-from-SDK Generation - Python-6785616 (#4GitHub Copilot
  • 945b02b8 on GitHub[AutoPR azure-mgmt-compute-bulkaction]-generated-from-SDK Generation - PytGitHub Copilot
  • e8d89074 on GitHubReplat azure-ai-agentserver-githubcopilot onto agentserver-core 2.0 + respClaude Code
  • f1377b7c on GitHub[agentserver] azure-ai-agentserver-responses package (#46052)Claude Code
  • ac9252d9 on GitHub[agentserver] azure-ai-agentserver -core and -invocation packages (#45925Claude 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 window1,818
Merge commits removed−0
CI / dependency bots removed−190
Considered1,628

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 →Python AI coding statisticsCompare evidence across Python 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-python

Scan another repository

Try