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.

Your First AI Agents Company

01Result

dataelement/Clawith ↗

dataelement/Clawith AI coding statistics: 4.7%

of 1,890 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

4.7% agent · top contributor 46.6%9 contributors

org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

agent commits

1,802

other considered commits

agent contributors

46.6%

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

88assisted

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: 24.2%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	86	4.6%
OpenAI Codex	OpenAI	4	0.2%
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

fc1e412d on GitHubfix(chat): page history by compound cursor, not bare timestampClaude Code
019e8ef1 on GitHubfeat(groups): pick members while creating a groupClaude Code
9d9226e1 on GitHubfeat(groups): resizable member panel and cleaner session headerClaude Code
f5b3b7bb on GitHubRelease (#481)OpenAI Codex
baca6736 on GitHubRelease (#480)OpenAI Codex
6f078725 on GitHubrelease: OKR系统、Workspace面板、多渠道支持及多项修复 (#479)OpenAI Codex
41670d8e on GitHubPotential fix for pull request findingGitHub 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	2,106
Merge commits removed	−210
CI / dependency bots removed	−6
Considered	1,890

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →Python AI coding statisticsCompare evidence across Python 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 dataelement/Clawith

Scan another repository

Try

Month	Agent share	Considered commits
2026-03	0.6%	813
2026-04	4.2%	542
2026-05	24.2%	95
2026-06	2.6%	39
2026-07	13.3%	271
2026-08	0%	130