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.

:tv: Cross-platform IPTV player application with multiple features, such as support of m3u and m3u8 playlists, favorites, TV guide, TV archive/catchup and more.

01Result

4gray/iptvnator ↗

4gray/iptvnator AI coding statistics: 28.5%

of 1,109 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
28.5% agent · top contributor 49.4%15 contributors
org-wide

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

316
agent commits
793
other considered commits
15
agent contributors
49.4%
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

313assisted
3autonomous

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
2026-028.1%124
2026-033.9%127
2026-047%214
2026-0532.7%223
2026-0610%60
2026-0756.1%164
2026-0861.9%105
2026-0954.3%92

Peak month: 61.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic31628.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 6f7973a9 on GitHubfeat(updater): nightly builds and a stable/nightly update channel (#1608)Claude Code
  • ef3f98d0 on GitHubfeat(portals): posters-only cover wall for movie and series grids (#1604)Claude Code
  • d438f5c6 on GitHubfeat(epg): accept local XMLTV files as EPG sources (#1600)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 window1,210
Merge commits removed−70
CI / dependency bots removed−31
Considered1,109

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 →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 4gray/iptvnator

Scan another repository

Try