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.

Run frontier LLMs and VLMs locally on Qualcomm devices across NPU, GPU, and CPU with a few lines of code

01Result

qualcomm/GenieX ↗

qualcomm/GenieX AI coding statistics: 6.4%

of 1,703 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.4% agent · top contributor 32.1%9 contributors
org-wide

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

109
agent commits
1,594
other considered commits
9
agent contributors
32.1%
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

109assisted
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
2026-042.1%283
2026-058.1%695
2026-0614.1%306
2026-072.8%144
2026-080%214
2026-090%61

Peak month: 14.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1005.9%
GitHub CopilotGitHub90.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • c929233a on GitHubci(release): use Trusted Publishing for production PyPIClaude Code
  • 571e3cb4 on GitHubdocs: drop HOME export step from Linux ARM64 installClaude Code
  • 39e7b90b on GitHubdocs(dx): add same NPU troubleshooting to Chinese docsClaude Code
  • d91ba27b on GitHubfeat(qairt): add default system prompt handling for first turn in QairtLlmGitHub Copilot
  • 141c2ac7 on GitHubfix(cmake): update relaxed-FP flags handling in arm64-windows-llvm and llaGitHub Copilot
  • a292b521 on GitHubfix(qairt): update embedding path handling in create_impl functionsGitHub 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 window2,295
Merge commits removed−575
CI / dependency bots removed−17
Considered1,703

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 →Go AI coding statisticsCompare evidence across Go 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 qualcomm/GenieX

Scan another repository

Try