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.

Open-source media request and discovery manager for Jellyfin, Plex, and Emby.

01Result

seerr-team/seerr ↗

seerr-team/seerr AI coding statistics: 1.3%

of 299 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.3% agent · top contributor 25%4 contributors
team

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

4
agent commits
295
other considered commits
4
agent contributors
25%
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

4assisted
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

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-024.1%74
2026-032.2%45
2026-040%58
2026-050%28
2026-060%19
2026-070%23
2026-080%34
2026-090%18

Peak month: 4.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub31%
Claude CodeAnthropic10.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • dbe1fca6 on GitHubrefactor(userlist): responsive columns and buttons (#2083)GitHub Copilot
  • 6076878f on GitHubdocs(notifications): revise web push notification docs [skip ci] (#2451)GitHub Copilot
  • 095784bf on GitHubdocs(blog): add Seerr release blog post (#2401)GitHub Copilot
  • a0d0eb18 on GitHubdocs: update Unraid install and migration guides with dual permission methClaude 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 window355
Merge commits removed−0
CI / dependency bots removed−56
Considered299

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 →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 seerr-team/seerr

Scan another repository

Try