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.

Documentation for n8n, a fair-code licensed automation tool with a free community edition and powerful enterprise options. Build AI functionality into your workflows.

01Result

n8n-io/n8n-docs ↗

n8n-io/n8n-docs AI coding statistics: 13.1%

of 689 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
13.1% agent · top contributor 18.9%42 contributors
org-wide

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

90
agent commits
599
other considered commits
42
agent contributors
18.9%
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

88assisted
2autonomous

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
2026-026.1%66
2026-038.5%47
2026-0414%43
2026-0510.7%56
2026-0614.1%92
2026-0711.6%172
2026-0816.7%144
2026-0918.8%69

Peak month: 18.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic8412.2%
Cursor AgentAnysphere40.6%
GitHub CopilotGitHub20.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • ae27c1eb on GitHubCAT-65: docs: describe actual isEmpty() behavior for booleans and numbers Claude Code
  • 87f48b55 on GitHubdocs: Add AI Transform node and Ask AI removal to v3.0 breaking changes (#Claude Code
  • 408d4ca4 on GitHubdocs: Document additional Airtop node operations and the Run an agent browClaude Code
  • 5fdecae4 on GitHubdocs: Add workflow reviews documentation (#5164)Cursor Agent
  • 08ec8d5b on GitHubfix(docs): rename Alibaba Cloud docs to Qwen Cloud (#4905)Cursor Agent
  • 1af04348 on GitHubdocs: Add security warning to LangChain Code node page (#4873)Cursor Agent
  • 58b54098 on GitHubSupport PRs: Multiple-mixed prs (#4647)GitHub Copilot
  • aefd8438 on GitHubdocs: Add Chroma Vector Store node and credentials documentation (#4184)GitHub Copilot

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 window915
Merge commits removed−0
CI / dependency bots removed−226
Considered689

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 →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 n8n-io/n8n-docs

Scan another repository

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