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.

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01Result

fireshare-app/fireshare ↗

fireshare-app/fireshare AI coding statistics: 3.4%

of 567 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.4% agent · top contributor 78.9%2 contributors

individual

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

agent commits

548

other considered commits

agent contributors

78.9%

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

4assisted

15autonomous

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: 12.6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	15	2.6%
Claude Code	Anthropic	4	0.7%

03Evidence

Inspect the matches

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

Matched commit samples

e9a5b5df on GitHubImprove LDAP error message with specific system dependency namesGitHub Copilot
c6c2dc9e on GitHubFix local development setup: CORS proxy, robust run_local.sh, optional LDAGitHub Copilot
ae2d733a on GitHubInitial planGitHub Copilot
9409d8ec on GitHubfix: stop lite digests leaking into full-image manifestsClaude Code
370796dc on GitHubfix: skip duplicate VideoGameLink insert in scan_video when folder rule maClaude Code
4425522f on GitHubadd real video crop feature with FFmpeg and waveform editorClaude 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	744
Merge commits removed	−177
CI / dependency bots removed	−0
Considered	567

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 fireshare-app/fireshare

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	12.6%	119
2026-03	1.4%	140
2026-04	0%	207
2026-05	4%	25
2026-06	0%	23
2026-07	0%	7
2026-08	0%	15
2026-09	3.2%	31