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.

Open source documentation of Microsoft Azure

01Result

MicrosoftDocs/azure-docs ↗

MicrosoftDocs/azure-docs AI coding statistics: 5.5%

of 18,113 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

5.5% agent · top contributor 11.8%170 contributors

org-wide

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

992

agent commits

17,121

other considered commits

170

agent contributors

11.8%

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

919assisted

73autonomous

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
Month	Agent share	Considered commits
2026-01	0%	6
2026-02	2.4%	3271
2026-03	2.4%	3788
2026-04	6.3%	3074
2026-05	6.1%	2510
2026-06	4.9%	1555
2026-07	6.5%	1909
2026-08	14.7%	1493
2026-09	10.8%	507

Peak month: 14.7%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	986	5.4%
Claude Code	Anthropic	6	0%

03Evidence

Inspect the matches

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

Matched commit samples

d6729934 on GitHubDocument autoforwarding permission riskGitHub Copilot
a10451d7 on GitHubRefine observability documentation (#320018)GitHub Copilot
a87abace on GitHubConsolidate IPv4 and IPv6 dual-stack S2S VPN procedures (#319540)GitHub Copilot
dcf97c62 on GitHubFix: Secure Key Release does not require Confidential Computing (FAQ correClaude Code
5b0bf7bc on GitHubAdd Codex, OpenCode, and Gemini CLI dashboards to coding-agent monitoring Claude Code
e8ba3775 on GitHubReframe AI coding agents Grafana guide for customer outcomesClaude 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 window	27,175
Merge commits removed	−9,041
CI / dependency bots removed	−21
Considered	18,113

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/azure-docs

Scan another repository

Try