Pulse
2026-09-18-v3.0
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.

ILGPU JIT Compiler for high-performance .Net GPU programs

01Result

m4rs-mt/ILGPU ↗

m4rs-mt/ILGPU AI coding statistics: 96%

of 302 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
96% agent · top contributor 100%1 contributor
individual

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

290
agent commits
12
other considered commits
1
agent contributors
100%
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

290assisted
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

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-02100%58
2026-03100%105
2026-0495%120
2026-0568.4%19

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic29096%

03Evidence

Inspect the matches

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

Matched commit samples

  • a2fcf240 on GitHubZero-initialized PaddedBitmap test buffer to deterministically check paddiClaude Code
  • 7f0a3e74 on GitHubAdded IR snapshot tests for AdvancedView, GenericKernel, InterleaveFields,Claude Code
  • 632c5506 on GitHubDocumented MemoryBuffer2D / MemoryBuffer3D layout conventions.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 window303
Merge commits removed−0
CI / dependency bots removed−1
Considered302

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 →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 m4rs-mt/ILGPU

Scan another repository

Try