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.

Yet another WebUI for Nginx

01Result

0xJacky/nginx-ui ↗

0xJacky/nginx-ui AI coding statistics: 21.3%

of 581 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
21.3% agent · top contributor 87.9%4 contributors
individual

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

124
agent commits
457
other considered commits
4
agent contributors
87.9%
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

123assisted
1autonomous

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
2026-0260%10
2026-030%26
2026-0410.5%38
2026-0525.6%39
2026-0647.4%19
2026-076.6%182
2026-0818.9%95
2026-0937.8%172

Peak month: 60%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic11219.3%
Cursor AgentAnysphere132.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 09508454 on GitHubfix(dns): canonicalize record names in DDNS and the Azure filterClaude Code
  • 83b53e76 on GitHubfix(dns): support internationalized domains across all providersClaude Code
  • 0c88fbbc on GitHubfix(dns): match domain searches against the stored punycodeClaude Code
  • f6992d87 on GitHubfix(docker): upgrade persisted bundled nginx-ui.conf safely (#1696)Cursor Agent
  • 69cfa82b on GitHubfeat: self-signed certificate support (#1655) (#1688)Cursor Agent
  • 8a787e24 on GitHubfeat(dns): support IP version selection for DDNS (#1695)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 window712
Merge commits removed−84
CI / dependency bots removed−47
Considered581

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 0xJacky/nginx-ui

Scan another repository

Try