Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

NVIDIA/NemoClaw ↗

NVIDIA/NemoClaw AI coding statistics: 10.8%

of 5,655 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
10.8% agent · top contributor 19.1%72 contributors
org-wide

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

613
agent commits
5,042
other considered commits
72
agent contributors
19.1%
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

613assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0334.9%438
2026-0428.8%636
2026-059.6%784
2026-068.9%786
2026-079.4%1027
2026-081.9%1463
2026-091.3%521

Peak month: 34.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic57510.2%
GitHub CopilotGitHub330.6%
Cursor AgentAnysphere100.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 6aa19b92 on GitHubfix(cli): route rebuild --retire-recovery without a registry row (#11406)Claude Code
  • 48894b5d on GitHubfix(recover): refuse a dashboard port held by a listener the sandbox does Claude Code
  • e98c2818 on GitHubfix(preflight): name the Docker authority conflict instead of a docker-groClaude Code
  • 7751bd8e on GitHubrefactor(config): make export contracts explicit (#11065)GitHub Copilot
  • 40cb2f8d on GitHubrefactor(test): group credential integration coverage (#10178)GitHub Copilot
  • 2c74cbb8 on GitHubrefactor(advisor): use two-turn atomic review (#9590)GitHub Copilot
  • 638bccdf on GitHubfeat(cli): add resource profiles to nemoclaw onboard and nemoclaw resourceCursor Agent
  • e0ab181d on GitHubdocs: prepare 0.0.38 release docs (#3296)Cursor Agent
  • 37050a68 on GitHubdocs: prepare 0.0.37 release docs (#3215)Cursor Agent

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 window5,754
Merge commits removed−35
CI / dependency bots removed−64
Considered5,655

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
NVIDIA/NemoClaw
Default branch
main
Resolved HEAD
7c776cdfa1c4928b641d00bddd5d57d113557ae2 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortJS/TS · 376 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 194 of 570 ecosystem repositories excluded
Agent-commit share position65th percentile

Midrank percentile; equal shares split the tied positions.

Repository
10.8%
Cohort median
5.4%
Share rank
132 / 376
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 376.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →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 NVIDIA/NemoClaw

Scan another repository

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