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.

Data intensive science for everyone.

01Result

galaxyproject/galaxy ↗

galaxyproject/galaxy AI coding statistics: 11.1%

of 4,850 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

11.1% agent · top contributor 64.3%15 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

540

agent commits

4,310

other considered commits

agent contributors

64.3%

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

540assisted

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: 22.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	528	10.9%
GitHub Copilot	GitHub	12	0.2%

03Evidence

Inspect the matches

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

Matched commit samples

890fe9c8 on GitHubMove more app-independent methods to AbstractToolClaude Code
c028ec41 on GitHubType more Tool-typed lower-level references as AbstractToolClaude Code
6eff9a30 on GitHubSatisfy mypy in the FINISHING recovery testsClaude Code
a31961e6 on GitHubPotential fix for pull request findingGitHub Copilot
a60f5986 on GitHubPotential fix for pull request findingGitHub Copilot
761b4e9a on GitHubSwitches object store config to YAML in integration testGitHub 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	6,198
Merge commits removed	−1,262
CI / dependency bots removed	−86
Considered	4,850

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 →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 galaxyproject/galaxy

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	17.4%	714
2026-03	22.4%	700
2026-04	4.8%	707
2026-05	8.8%	692
2026-06	7.9%	581
2026-07	3.9%	723
2026-08	10.5%	391
2026-09	14.3%	342