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.

OpenShell is the safe, private runtime for autonomous AI agents.

01Result

NVIDIA/OpenShell ↗

NVIDIA/OpenShell AI coding statistics: 0.4%

of 1,336 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.4% agent · top contributor 20%5 contributors
team

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

5
agent commits
1,331
other considered commits
5
agent contributors
20%
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

5assisted
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%92
2026-030%280
2026-040%142
2026-050.4%254
2026-061.5%137
2026-070%146
2026-080.7%148
2026-090.7%137

Peak month: 1.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic30.2%
GitHub CopilotGitHub10.1%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 600bbae8 on GitHubfeat(ocsf): emit AI inference events via ai_operation profile on ApiActiviClaude Code
  • 4ee27d99 on GitHubfeat(sandbox,providers): add aws-bedrock as a recognized inference provideClaude Code
  • 4da07f6d on GitHubfeat(cli): add generic output formatter to eliminate --output flag duplicaClaude Code
  • 0f0c94bd on GitHubfix(cli): preserve provider type on credential updates (#3109)GitHub Copilot
  • 9291eaf2 on GitHubchore(ci): enable Dependabot for GitHub Actions with 48h cooldown (#1188)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 window1,379
Merge commits removed−3
CI / dependency bots removed−40
Considered1,336

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Rust AI coding statisticsCompare evidence across Rust 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 NVIDIA/OpenShell

Scan another repository

Try