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.

Electron GUI app for the pi coding agent runtime

01Result

minghinmatthewlam/pi-gui ↗

minghinmatthewlam/pi-gui AI coding statistics: 15.5%

of 660 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

15.5% agent · top contributor 92.2%6 contributors

individual

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

102

agent commits

558

other considered commits

agent contributors

92.2%

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

99assisted

3autonomous

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: 48.1%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	97	14.7%
Devin	Cognition	3	0.5%
GitHub Copilot	GitHub	1	0.2%
Cursor Agent	Anysphere	1	0.2%

03Evidence

Inspect the matches

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

Matched commit samples

fe26a584 on GitHubBump version to 0.1.0-beta.33Claude Code
b2ff7f27 on GitHubLog dropped auto-title and unknown-session eventsClaude Code
e55f96ed on GitHubLower window min-width and adapt layout for narrow widthsClaude Code
03588a9e on GitHubUse cross-spawn for dev launcher; add argv/PATH contract testDevin
94e44800 on GitHubFix Windows dev launcher and PATH augmentationDevin
eb98ef2d on GitHubAdd Windows desktop testing skillDevin
f8a5fd16 on GitHubPotential fix for pull request findingGitHub Copilot
dbb94aed on GitHubAdd Windows desktop packaging support.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 window	726
Merge commits removed	−66
CI / dependency bots removed	−0
Considered	660

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 →Devin commitsBrowse repositories with detected Devin 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 minghinmatthewlam/pi-gui

Scan another repository

Try

Month	Agent share	Considered commits
2026-03	0%	189
2026-04	2.2%	137
2026-05	0%	68
2026-06	12.5%	80
2026-07	48.1%	185
2026-08	0%	1