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.

An ansible-native testing framework for collections, playbooks, and roles with configurable workflows for testing any system or service

01Result

ansible/molecule ↗

ansible/molecule AI coding statistics: 14.6%

of 48 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 48 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
14.6% agent · top contributor 42.9%5 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

7
agent commits
41
other considered commits
5
agent contributors
42.9%
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

6assisted
1autonomous

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
2026-0250%8
2026-030%1
2026-050%4
2026-0625%8
2026-070%9
2026-080%10
2026-0912.5%8

Peak month: 50%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic48.3%
Cursor AgentAnysphere36.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • a7b6aecc on GitHubchore(docs): User Pathways and Role Getting Started Guide (#4691)Claude Code
  • 74b2ec17 on GitHubfix: merge runtime environment in run_command to preserve ANSIBLE_ROLES_PAClaude Code
  • 03b98628 on GitHubchore(deps): update all dependencies (#4636)Claude Code
  • a41aa110 on GitHubfeat: add --workers flag for concurrent scenario execution (#4616)Cursor Agent
  • 36a628c3 on GitHubfeat: improve scenario selection and filtering for large collection trees Cursor Agent
  • e10ab995 on GitHubfeat: support nested scenario directories in collection mode (#4611)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 window77
Merge commits removed−0
CI / dependency bots removed−29
Considered48

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/molecule

Scan another repository

Try