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.

Rust bindings for the Python interpreter

01Result

PyO3/pyo3 ↗

PyO3/pyo3 AI coding statistics: 2.1%

of 377 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.1% agent · top contributor 62.5%4 contributors
team

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

8
agent commits
369
other considered commits
4
agent contributors
62.5%
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

8assisted
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
2026-020%46
2026-032.3%44
2026-040%43
2026-050%42
2026-063.7%54
2026-076.1%49
2026-082.9%68
2026-090%31

Peak month: 6.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic61.6%
GitHub CopilotGitHub20.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 1914ce3c on GitHubfix `clippy::clone_on_copy` firing on `#[pyclass(from_py_object)]` + `CopyClaude Code
  • f2373128 on GitHubfix merge queue breakages (#6310)Claude Code
  • 09fd6fa4 on GitHub`experimental-inspect`: emit positional-only arguments for slot-backed magClaude Code
  • 7e2ef18b on GitHubAvoid type checks in methods where CPython already guarantees the receivedGitHub Copilot
  • 8a654f69 on GitHubAdded obj() getter method to PyUntypedBuffer (#5870)GitHub Copilot

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 window396
Merge commits removed−0
CI / dependency bots removed−19
Considered377

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 →Rust AI coding statisticsCompare evidence across Rust 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 PyO3/pyo3

Scan another repository

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