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

elementary-data/elementary ↗

elementary-data/elementary AI coding statistics: 64.8%

of 128 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

64.8% agent · top contributor 43.4%11 contributors

org-wide

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

agent commits

other considered commits

agent contributors

43.4%

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

34assisted

49autonomous

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

Which agents

Agent	Vendor	Commits	Share
Devin	Cognition	55	43%
Cursor Agent	Anysphere	20	15.6%
Claude Code	Anthropic	9	7%

03Evidence

Inspect the matches

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

Matched commit samples

6e74a5f1 on GitHubSupport dbt 2.0 / Fusion in the edr CLI (#2333)Devin
8bd5b3e5 on GitHubchore: update report bundle to 1.0.36 (#2345)Devin
6c946cf5 on GitHubfix: interpret naive detected_at as UTC when rendering alert timestamps (#Devin
1f1679ae on GitHubAdd NEW icon so all message formats can render 🆕Cursor Agent
13dd28af on GitHubPin PyAthena <3.35 for Athena CI (#2292)Cursor Agent
89116d26 on GitHubci: trigger CICursor Agent
75ee1beb on GitHubdocs: correct --profiles-dir help text (#2344)Claude Code
6c946cf5 on GitHubfix: interpret naive detected_at as UTC when rendering alert timestamps (#Claude Code
4a21ec02 on GitHubci: switch test-warehouse AWS auth to OIDC role (CORE-687) (#2215)Claude 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	174
Merge commits removed	−39
CI / dependency bots removed	−7
Considered	128

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Devin commitsBrowse repositories with detected Devin signatures →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 elementary-data/elementary

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	81.3%	16
2026-03	80%	25
2026-04	40%	30
2026-05	69.6%	23
2026-06	66.7%	21
2026-07	50%	2
2026-08	100%	2
2026-09	55.6%	9