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.

Give your agent CAD superpowers.

01Result

earthtojake/text-to-cad ↗

earthtojake/text-to-cad AI coding statistics: 56%

of 920 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

56% agent · top contributor 81.7%8 contributors

individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

515

agent commits

405

other considered commits

agent contributors

81.7%

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

515assisted

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

Peak month: 92.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	515	56%

03Evidence

Inspect the matches

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

Matched commit samples

1d3cd7dd on GitHubSDF: render box, cylinder and sphere link geometryClaude Code
b43e39b3 on GitHubGround the viewer camera on the model's zero poseClaude Code
6d91acdc on GitHubRobots: refuse a joint the description does not declareClaude 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	1,303
Merge commits removed	−327
CI / dependency bots removed	−56
Considered	920

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 →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 earthtojake/text-to-cad

Scan another repository

Try

Month	Agent share	Considered commits
2026-04	6.3%	16
2026-05	0%	74
2026-06	55.1%	187
2026-07	92.4%	144
2026-08	77.9%	271
2026-09	29.4%	228