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jellyfin/jellyfin
2.2%
of 737 commits were committed by an AI agent — a floor, not an estimate
2.2% agent · top contributor 18.8%11 contributors
org-wide

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

16
agent commits
721
human commits
11
agent contributors
18.8%
largest contributor

Assisted or autonomous

16assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. The agent ran git commit during a working session, with a person there. Autonomous — a bot identity is the author, no human in the loop. Across the whole index, 93.7% of agent commits are assisted.

Agent share by month

Feb26
Mar26
Apr26
May26
Jun26
Jul26
Aug26
Sep26

Peak month: 25%. Bars are scaled to that peak, not to 100%.

Which agents

Claude CodeAnthropic121.6%
GitHub CopilotGitHub40.5%

Verify it yourself

Sample commits that matched. Every one links to GitHub — check the trailers.

  • 20678c9afix: return fallback gracefully when requested fallback font is missingClaude Code
  • 53e58d8bMake ItemUpdateController.UpdateItem internal instead of reflectionClaude Code
  • d7727224Skip corrupt KeyframeData rows during full system backupClaude Code
  • 3df58ab7Potential fix for pull request findingGitHub Copilot
  • 127d924cfixGitHub Copilot
  • 1dd8541efix ci failedGitHub Copilot

What was excluded

Commits in window1,638
Merge commits removed489
CI / dependency bots removed412
Considered737

Bots are excluded from the denominator entirely. Counting dependabot as “AI-written code” is the fastest way to produce a meaningless number.

How this was measured

Measured over February–August 2026, cloned directly. Detection is deterministic string matching against signatures agents write about themselves — no heuristics, no style analysis. Merge commits and CI bots are excluded from the denominator. The figure is a floor: squash merges strip trailers, so real usage is higher. Contributor counts are aggregate — no individual is named.

Run it yourself: npx qmmit-cli jellyfin/jellyfin

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