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.

World's first open-source enterprise world model.

01Result

deeplethe/utopia ↗

deeplethe/utopia AI coding statistics: 72.7%

of 484 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

72.7% agent · top contributor 92.9%14 contributors

individual

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

352

agent commits

132

other considered commits

agent contributors

92.9%

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

352assisted

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: 79.9%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	352	72.7%

03Evidence

Inspect the matches

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

Matched commit samples

bb564694 on GitHubA reader has a card and an origin has a label (#722)Claude Code
aa0b6bd6 on GitHubA recording is read with its speakers (#721)Claude Code
abab6cff on GitHubA scan is read by a layout service (#720)Claude 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	508
Merge commits removed	−24
CI / dependency bots removed	−0
Considered	484

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 →Rust AI coding statisticsCompare evidence across Rust 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 deeplethe/utopia

Scan another repository

Try

Month	Agent share	Considered commits
2026-08	52.4%	126
2026-09	79.9%	358