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.

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01Result

EtienneLescot/n8n-as-code ↗

EtienneLescot/n8n-as-code AI coding statistics: 10.8%

of 1,172 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

10.8% agent · top contributor 67.5%4 contributors

team

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

126

agent commits

1,046

other considered commits

agent contributors

67.5%

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

41assisted

85autonomous

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

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	118	10.1%
Claude Code	Anthropic	8	0.7%

03Evidence

Inspect the matches

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

Matched commit samples

e8fd96b0 on GitHubtest(skills): stabilize docs-provider tests with mocked docs datasetGitHub Copilot
ad814b20 on GitHubfix: respect NODE_EXTRA_CA_CERTS and system CAs in HTTPS agentGitHub Copilot
3ef81ce1 on GitHubRemove unrelated regenerated skills assetsGitHub Copilot
34395b58 on GitHubperf(cli,skills,mcp): cut agent round-trips and startup cost, plus the fixClaude Code
e27a1d2f on GitHubfeat(docs): give the site one palette and a real dark modeClaude Code
a6e95bbd on GitHubfeat(docs): self-host the typefacesClaude 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	1,230
Merge commits removed	−2
CI / dependency bots removed	−56
Considered	1,172

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 EtienneLescot/n8n-as-code

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	108
2026-03	27.6%	352
2026-04	12.7%	150
2026-05	0%	379
2026-06	0%	46
2026-07	5.4%	37
2026-08	100%	7
2026-09	1.1%	93