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.

AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.

01Result

ansible/awx ↗

ansible/awx AI coding statistics: 32.5%

of 246 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
32.5% agent · top contributor 20%23 contributors
org-wide

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

80
agent commits
166
other considered commits
23
agent contributors
20%
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

80assisted
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
2026-026.5%62
2026-0327.5%40
2026-0420.8%24
2026-0535.3%17
2026-0648.4%31
2026-0760.9%23
2026-0854.3%35
2026-0942.9%14

Peak month: 60.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic7831.7%
Cursor AgentAnysphere31.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7bd5b071 on GitHubAAP-91428 | feat: subsystem metrics for indirect node counting (#16649)Claude Code
  • fb4c3ab0 on GitHubAdd pull_request event trigger to ATF tests pipeline (#16632)Claude Code
  • 94333d00 on GitHubfix: awxkit controller_dir support for containerized installs (#16647)Claude Code
  • 9fdfc95d on GitHub[AAP-78694] Add CleanTextMixin to Controller Serializers (#16635)Cursor Agent
  • b3364009 on GitHubAAP-89152 - Add PostgreSQL utility functions for metrics-utility (#16458)Cursor Agent
  • fcc1aa56 on GitHubBalance controller node selection during capacity ties (#16417)Cursor 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 window248
Merge commits removed−0
CI / dependency bots removed−2
Considered246

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 →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 ansible/awx

Scan another repository

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