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.

Android OBD diagnostics with any ELM327 adapter

01Result

fr3ts0n/AndrOBD ↗

fr3ts0n/AndrOBD AI coding statistics: 16.7%

of 108 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
16.7% agent · top contributor 66.7%2 contributors
individual

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

18
agent commits
90
other considered commits
2
agent contributors
66.7%
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

6assisted
12autonomous

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%14
2026-030%8
2026-0416.7%12
2026-0571.4%14
2026-060%1
2026-076.9%29
2026-0811.5%26
2026-0925%4

Peak month: 71.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub1211.1%
Claude CodeAnthropic65.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4f6df988 on GitHubfix: make HashConversionTest locale-independent by forcing Locale.ENGLISHGitHub Copilot
  • 30a60ce2 on GitHubfix: cast Integer array elements to int in ColorAdapterTest assertEquals cGitHub Copilot
  • bc0aa567 on GitHubtest: add Android app and plugin framework testsGitHub Copilot
  • 79929de4 on GitHubMigrate Dashboard GridView to RecyclerView, theme gauge coloursClaude Code
  • 4ad490b1 on GitHubfix: correct ISO telegram checksum validation (#348)Claude Code
  • 39e9a8c4 on GitHubfix: log the real TX error exception instead of an array toString()Claude Code

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 window195
Merge commits removed−48
CI / dependency bots removed−39
Considered108

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 →Java AI coding statisticsCompare evidence across Java 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 fr3ts0n/AndrOBD

Scan another repository

Try