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.

Headunit App for displaying Android Auto

01Result

andreknieriem/open-headunit ↗

andreknieriem/open-headunit AI coding statistics: 7.1%

of 1,322 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
7.1% agent · top contributor 60.6%13 contributors
team

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

94
agent commits
1,228
other considered commits
13
agent contributors
60.6%
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

94assisted
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
2026-010%2
2026-020%87
2026-033.8%263
2026-0411.6%172
2026-0512.2%123
2026-0618.1%105
2026-0710.5%219
2026-082.4%246
2026-091%105

Peak month: 18.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Gemini CLIGoogle785.9%
Claude CodeAnthropic151.1%
GitHub CopilotGitHub10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 57b8cd49 on GitHubUpdate app/src/main/java/com/andrerinas/headunitrevived/connection/carkey/Gemini CLI
  • c92440d8 on GitHubUpdate app/src/main/java/com/andrerinas/headunitrevived/utils/SUExecutor.kGemini CLI
  • 83168035 on GitHubUpdate app/src/main/java/com/andrerinas/headunitrevived/connection/carkey/Gemini CLI
  • c3fbf910 on GitHubNearby: fix the defects review found in the tunnel and the sweep summaryClaude Code
  • 6bb62e0d on GitHubDrop the side-by-side diagnostics buildClaude Code
  • a7fb43b4 on GitHubNearby: build the tunnel whichever callback arrives last, and say why one Claude Code
  • 93c72cc0 on GitHubPotential fix for code scanning alert no. 1: Workflow does not contain perGitHub 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 window1,735
Merge commits removed−412
CI / dependency bots removed−1
Considered1,322

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 →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 andreknieriem/open-headunit

Scan another repository

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