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pandas-dev/pandas
54.8%
of 1,414 commits were committed by an AI agent — a floor, not an estimate
54.8% agent · top contributor 97.4%12 contributors
individual

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

775
agent commits
639
human commits
12
agent contributors
97.4%
largest contributor

Assisted or autonomous

775assisted
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

Peak month: 77.1%. Bars are scaled to that peak, not to 100%.

Which agents

Claude CodeAnthropic77454.7%
GitHub CopilotGitHub10.1%

Verify it yourself

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

  • 518f2a3cDOC: require human-written comments and specific AI disclosure (#66767)Claude Code
  • 89b16816BUG: MultiIndex.get_locs regressions in the vectorized list-like path (GH#Claude Code
  • f040cfd3BUG: UTC to local conversion wrapped int64 silently (GH#66550) (#66753)Claude Code
  • c6ee3150DOC: Fix invalid Sphinx cross-references in older whatsnew RST files (#644GitHub Copilot

What was excluded

Commits in window1,493
Merge commits removed0
CI / dependency bots removed79
Considered1,414

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 pandas-dev/pandas

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