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.

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

01Result

KratosMultiphysics/Kratos ↗

KratosMultiphysics/Kratos AI coding statistics: 0.2%

of 1,751 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

0.2% agent · top contributor 50%3 contributors

individual

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

agent commits

1,747

other considered commits

agent contributors

50%

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

2assisted

2autonomous

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: 0.6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	3	0.2%
Claude Code	Anthropic	1	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

12537c30 on GitHubci: use generic gcc paths in stable Ubuntu workflowsGitHub Copilot
875075dc on GitHubfix python lifetime for ModelPartUtils.GetModelPartGitHub Copilot
7585c098 on GitHub[GeoMechanicsApplication] add a new oedometer test to the test_element_labGitHub Copilot
09b889c9 on GitHub[SI App] Fix index in vtu output (#14764)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	2,091
Merge commits removed	−337
CI / dependency bots removed	−3
Considered	1,751

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 →C++ AI coding statisticsCompare evidence across C++ 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 KratosMultiphysics/Kratos

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	254
2026-03	0%	315
2026-04	0%	210
2026-05	0.6%	158
2026-06	0%	123
2026-07	0.6%	154
2026-08	0.3%	321
2026-09	0.5%	216