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.

Predatory ESP32 Firmware

01Result

BruceDevices/firmware ↗

BruceDevices/firmware AI coding statistics: 3.4%

of 298 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.4% agent · top contributor 20%8 contributors

team

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

agent commits

288

other considered commits

agent contributors

20%

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

10assisted

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: 14.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	9	3%
GitHub Copilot	GitHub	1	0.3%

03Evidence

Inspect the matches

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

Matched commit samples

c2ad6202 on GitHubFix: Ble spam screen size scaling for small screens (#2709)Claude Code
b03a7600 on GitHubFix ST25R3916 I2C init crashes on shared sys_i2c busClaude Code
71edef41 on GitHubfix(bjs): strndup with slash=-1 panics on scripts without a directory pathClaude Code
d632b6ba on GitHubFix boot loop caused by no scripts being foundGitHub 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	349
Merge commits removed	−51
CI / dependency bots removed	−0
Considered	298

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 BruceDevices/firmware

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	83
2026-03	0%	48
2026-04	14.3%	14
2026-05	2.6%	39
2026-06	9.1%	44
2026-07	5.6%	54
2026-08	0%	15
2026-09	0%	1