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.

Cloud-native SIEM for intelligent security analytics for your entire enterprise.

01Result

Azure/Azure-Sentinel ↗

Azure/Azure-Sentinel AI coding statistics: 6.8%

of 4,852 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

6.8% agent · top contributor 7.9%84 contributors

org-wide

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

329

agent commits

4,523

other considered commits

agent contributors

7.9%

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

326assisted

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: 12.6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	199	4.1%
Claude Code	Anthropic	123	2.5%
Cursor Agent	Anysphere	7	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

5658f24a on GitHubRetain GuardDuty packed fields at ingestionGitHub Copilot
4e4351a7 on GitHubRevert "Fix Blob CCF role assignment GUID collisions" (#15125)GitHub Copilot
35d50315 on GitHubRegenerate QualysVM 3.1.0 packageGitHub Copilot
971e9a04 on GitHubClarify classic-table migration name in Scout playbook docsClaude Code
b90b34bf on GitHubMigrate Team Cymru Scout playbooks to the Logs Ingestion APIClaude Code
aed39409 on GitHubNormalize Team Cymru Scout playbook template formattingClaude Code
2bb8ecff on GitHubConvert Cyble parser to YAML, add README, address review feedbackCursor Agent
3ede0ab1 on GitHubRemove stray test/hello.txtCursor Agent
a951c73c on GitHubAdd Cyble threat intelligence parser for external reference source ratingsCursor Agent

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	6,582
Merge commits removed	−1,615
CI / dependency bots removed	−115
Considered	4,852

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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-Sentinel

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	2.6%	507
2026-03	2%	707
2026-04	5.2%	897
2026-05	9%	703
2026-06	6.4%	626
2026-07	8.2%	488
2026-08	11.9%	671
2026-09	12.6%	253