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 eCommerce platform for C# and ASP.NET Core 10 with MongoDB. Build multi-store shops and multi-vendor marketplaces with B2B/B2C, REST API, plugins, Vue 3 and Docker.

01Result

grandnode/grandnode2 ↗

grandnode/grandnode2 AI coding statistics: 35.6%

of 331 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
35.6% agent · top contributor 77.1%3 contributors
individual

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

118
agent commits
213
other considered commits
3
agent contributors
77.1%
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

118assisted
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
2026-0342.9%7
2026-0437.5%8
2026-0511.1%9
2026-0625%8
2026-07100%14
2026-0838.2%249
2026-090%36

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic10932.9%
GitHub CopilotGitHub144.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 245fcd71 on GitHubfix(arch001): address CodeQL PR review findings on PaymentTransactionClaude Code
  • 73c02e9d on GitHubfix(arch001): address final review findings — disclose widget-tag fix, strClaude Code
  • 0fa7b293 on GitHubrefactor(arch001): migrate PaymentTransaction views to Grand.Web.AdminSharClaude Code
  • 15d274bb on GitHubAdd AI agent skill library (#750)GitHub Copilot
  • f50ce4fe on GitHubUnify wording of standard permission names (#738)GitHub Copilot
  • 5c630edf on GitHubAdd store-scoped online customers panel to Grand.Web.Store (#737)GitHub 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 window364
Merge commits removed−8
CI / dependency bots removed−25
Considered331

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 →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 grandnode/grandnode2

Scan another repository

Try