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.

SDR Rx/Tx software for Airspy, Airspy HF+, BladeRF, HackRF, LimeSDR, PlutoSDR, RTL-SDR, SDRplay and FunCube

01Result

f4exb/sdrangel ↗

f4exb/sdrangel AI coding statistics: 10.3%

of 837 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

10.3% agent · top contributor 65.1%3 contributors

individual

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

agent commits

751

other considered commits

agent contributors

65.1%

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

30assisted

56autonomous

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: 41.2%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	57	6.8%
Claude Code	Anthropic	29	3.5%

03Evidence

Inspect the matches

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

Matched commit samples

ebb72d18 on GitHubApply suggestions from code reviewGitHub Copilot
bf18a83e on GitHubSimplify Flatpak workflow and broaden cache key inputsGitHub Copilot
510316bf on GitHubImprove Flatpak workflow cache key reuseGitHub Copilot
d7623536 on GitHubDetach channels from the DSP engines and the scope before they are deletedClaude Code
4033c3ed on GitHubSpectrumVis: follow the signalList rename in the regenerated swaggerClaude Code
689cab43 on GitHubMCP: the spectrum history signals list is now signalListClaude 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 window	993
Merge commits removed	−156
CI / dependency bots removed	−0
Considered	837

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 f4exb/sdrangel

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	3.8%	53
2026-03	0%	92
2026-04	41.2%	102
2026-05	34.3%	35
2026-06	0%	13
2026-07	0%	131
2026-08	0.8%	118
2026-09	9.9%	293