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.

The easiest music streaming server available

01Result

IrosTheBeggar/mStream ↗

IrosTheBeggar/mStream AI coding statistics: 81.3%

of 1,104 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

81.3% agent · top contributor 80.2%3 contributors

individual

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

898

agent commits

206

other considered commits

agent contributors

80.2%

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

898assisted

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: 95.7%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	897	81.3%
GitHub Copilot	GitHub	1	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

88e626b4 on GitHubfix(discovery): similar artists take each row's artist from the library trClaude Code
312f3174 on GitHubfix(admin): user-management answers 409/404, spec 403-vs-400 fixes, API erClaude Code
a65ff732 on GitHubfix(api): recursive listing skips an unreadable subfolder instead of failiClaude Code
3b0bf7d7 on GitHubupdate gitignoreGitHub 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 window	1,730
Merge commits removed	−413
CI / dependency bots removed	−213
Considered	1,104

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 →JavaScript AI coding statisticsCompare evidence across JavaScript 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 IrosTheBeggar/mStream

Scan another repository

Try

Month	Agent share	Considered commits
2026-01	0%	9
2026-02	0%	40
2026-03	6.3%	16
2026-04	55.2%	183
2026-05	90%	120
2026-06	93%	201
2026-07	92.5%	174
2026-08	93.7%	269
2026-09	95.7%	92