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.

Open-source library of optimized deep learning operations (matmul, convolution, attention) for CPUs (x64, AArch64, RISC-V) and Intel GPUs. Used by PyTorch, TensorFlow, OpenVINO, and ONNX Runtime.

01Result

uxlfoundation/oneDNN ↗

uxlfoundation/oneDNN AI coding statistics: 0.5%

of 2,066 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.5% agent · top contributor 30%5 contributors
team

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

10
agent commits
2,056
other considered commits
5
agent contributors
30%
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

10assisted
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
2026-020%171
2026-030.8%243
2026-040.4%266
2026-050%173
2026-060.5%416
2026-070.3%292
2026-080.3%345
2026-091.9%160

Peak month: 1.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub100.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 929ec8cb on GitHubbenchdnn: inputs: sdpa: cover small head sizes with a thin qGitHub Copilot
  • 4df81ed5 on GitHubgpu: intel: sdpa: add configs for small head sizes with a thin qGitHub Copilot
  • f8ec455a on GitHubgpu: intel: rnn: fix backward propagation for dhc == 1GitHub 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 window2,129
Merge commits removed−0
CI / dependency bots removed−63
Considered2,066

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

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 uxlfoundation/oneDNN

Scan another repository

Try