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.

A new lightweight, hybrid routing mesh protocol for packet radios

01Result

meshcore-dev/MeshCore ↗

meshcore-dev/MeshCore AI coding statistics: 1.6%

of 806 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

1.6% agent · top contributor 30.8%7 contributors

team

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

agent commits

793

other considered commits

agent contributors

30.8%

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

13assisted

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

Peak month: 5.8%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	12	1.5%
GitHub Copilot	GitHub	1	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

41c60da5 on GitHubShow plug at >=95% instead of exactly 100%Claude Code
3a440ac4 on GitHubAdd charging indicator to companion_radio battery iconClaude Code
bb781ff1 on GitHubcompanion_radio: opt-in KEEP_DISPLAY_ON_USB to keep OLED on while poweredClaude Code
c42f6db0 on GitHubRevise according to the review comments.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 window	1,230
Merge commits removed	−424
CI / dependency bots removed	−0
Considered	806

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 →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 meshcore-dev/MeshCore

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0.8%	121
2026-03	5.8%	139
2026-04	1.1%	93
2026-05	1%	98
2026-06	0%	83
2026-07	0%	116
2026-08	1.9%	104
2026-09	0%	52