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.

Hybrid Mount Metamodule

01Result

Hybrid-Mount/meta-hybrid_mount ↗

Hybrid-Mount/meta-hybrid_mount AI coding statistics: 2.1%

of 704 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

2.1% agent · top contributor 86.7%2 contributors

individual

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

agent commits

689

other considered commits

agent contributors

86.7%

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

15assisted

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: 15.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	13	1.8%
OpenAI Codex	OpenAI	2	0.3%

03Evidence

Inspect the matches

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

Matched commit samples

244512a6 on GitHubfix: P2 high-priority security and stability fixesClaude Code
005d41ad on GitHubrefactor: complete modular restructure of prepare.rs (phase 2)Claude Code
91b33183 on GitHubrefactor: establish modular structure for prepare.rs (phase 1)Claude Code
e473f9f3 on GitHubwebui: add Indonesian to language selector (#336)OpenAI Codex
1b39eb58 on GitHubfix(ci): resolve workflow failures and main branch migration (#325)OpenAI Codex

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	902
Merge commits removed	−1
CI / dependency bots removed	−197
Considered	704

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 Hybrid-Mount/meta-hybrid_mount

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	155
2026-03	0%	93
2026-04	1.4%	147
2026-05	5.7%	141
2026-06	15.4%	26
2026-08	0%	88
2026-09	1.9%	54