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.

Cross platform configuration and management application for the Betaflight firmware

01Result

betaflight/betaflight-configurator ↗

betaflight/betaflight-configurator AI coding statistics: 7.2%

of 431 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
7.2% agent · top contributor 29%9 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

31
agent commits
400
other considered commits
9
agent contributors
29%
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
1autonomous

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%16
2026-0322.6%31
2026-044.3%92
2026-0514%43
2026-067%43
2026-074.5%89
2026-086.3%79
2026-095.3%38

Peak month: 22.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic276.3%
GitHub CopilotGitHub30.7%
Cursor AgentAnysphere10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • c11f7614 on GitHubci: drop deprecated 'tools' package from Android SDK setup (#5526)Claude Code
  • e8fdff34 on GitHubfeat: split firmware and CLI file-picker folder memory (#5522)Claude Code
  • 1f19e275 on GitHubAdd regression tests for CLI welcome-banner split-read handling (#5445) (#Claude Code
  • 912bd5b7 on GitHubChore(deps): Bump vite, vite-plugin-pwa and vitest (#5189)GitHub Copilot
  • a733b5b5 on GitHubRelative drag & drop on OSD elements (#4934)GitHub Copilot
  • 51cc138c on GitHubHide virtual mode toggle when expert mode is off (#5082)GitHub Copilot
  • b56b6fc0 on GitHubfeat(osd): configure compact CRSF link quality variant (#5371)Cursor Agent

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 window503
Merge commits removed−0
CI / dependency bots removed−72
Considered431

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →TypeScript AI coding statisticsCompare evidence across TypeScript 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 betaflight/betaflight-configurator

Scan another repository

Try