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.

Azure Kubernetes Service

01Result

Azure/AKS ↗

Azure/AKS AI coding statistics: 23.4%

of 735 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

23.4% agent · top contributor 18%26 contributors

org-wide

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

172

agent commits

563

other considered commits

agent contributors

18%

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

169assisted

3autonomous

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

Peak month: 37.5%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	168	22.9%
Claude Code	Anthropic	4	0.5%

03Evidence

Inspect the matches

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

Matched commit samples

bb68078a on GitHubDocument workflow indexing before ARC validation runGitHub Copilot
3cab2168 on GitHubAddress follow-up ARC Automatic review commentsGitHub Copilot
90c74858 on GitHubRename ARC Automatic blog folder for publish dateGitHub Copilot
89077247 on GitHubCorrect minimum Kubernetes version to 1.33+Claude Code
1862f563 on GitHubAddress review: cost rationale, version prereqs, min-count, observabilityClaude Code
3ceb0c68 on GitHubRemove "(preview)" from App Routing Gateway API blog titleClaude 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	846
Merge commits removed	−100
CI / dependency bots removed	−11
Considered	735

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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/AKS

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	37.5%	80
2026-03	19.9%	191
2026-04	21.3%	150
2026-05	34%	47
2026-06	14.1%	99
2026-07	15.8%	38
2026-08	20%	65
2026-09	35.4%	65